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FLOPs to train GPT-3: 267 odpowiedzi

“Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.”

Zarchiwizowane odpowiedzi od sty 2025 do paź 2026, najnowsze najpierw. Każda odpowiedź zachowuje swój zapisany prompt.

  1. Step 5 Preview StepFun, 9 paź 2026
    Using the remembered GPT-3 specs: - Parameters: \(N \approx 175 \times 10^9 = 175\text{B}\) - Training tokens: \(D \approx 300 \times 10^9 = 300\text{…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  2. Claude Haiku 5.5 Anthropic, 9 paź 2026
    I'll estimate this from known architectural facts and the standard scaling-law approximation, without looking anything up. Step 1: Recall GPT-3's size…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  3. Mistral Large 4 Mistral, 6 paź 2026
    I'll estimate GPT-3's training FLOPs from first principles, using what I know about the architecture and training setup. Step 1: Establish the Key Par…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  4. Ling 3.1 Flash inclusionAI, 6 paź 2026
    To estimate the total FLOPs (floating-point operations) required to train GPT-3, I'll use the known architectural and training parameters of GPT-3 and…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  5. GPT-6.1 Sol OpenAI, 30 wrz 2026
    Estimated training compute for the largest GPT-3 model: approximately \(3.2 \times 10^{23}\) FLOPs. This is a back-of-the-envelope estimate, without a…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  6. Ternary Bonsai 2 27B Prism, 28 wrz 2026
    Estimating FLOPs to Train GPT-3 Key Parameters (from the GPT-3 paper, Brown et al. 2020) Quantity Value ------ Parameters (N) ≈ 175 billion (1.75 × 10…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  7. Solar Pro 4 Upstage, 28 wrz 2026
    To estimate the total FLOPs required to train GPT-3, I'll focus on the largest and most widely referenced version: GPT-3 175B (175 billion parameters)…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  8. Solar Mini 4 Upstage, 28 wrz 2026
    Estimating GPT-3 Training FLOPs To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3 without searching online, I …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  9. Qwen3.8 Omni Flash Qwen, 28 wrz 2026
    Assuming you mean the full 175B-parameter GPT-3 model’s main training run, a good estimate is: \[ \boxed{\text{about }3\times 10^{23}\text{ FLOPs}} \]…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  10. Qwen3.8 Max Prime Qwen, 28 wrz 2026
    Estimating FLOPs to Train GPT-3 Key Facts About GPT-3 Property Value ----------------- Parameters (N) 175 billion Training tokens (D) 300 billion Arch…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  11. Qwen3.8 Max (0902) Qwen, 28 wrz 2026
    Estimating the FLOPs to Train GPT-3 Key Facts About GPT-3 Property Value ----------------- Parameters (N) 175 billion Training tokens (D) 300 billion …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  12. Qwen3.8 Flash Qwen, 28 wrz 2026
    A reasonable estimate is: \[ \boxed{\text{about } 3 \times 10^{23}\ \text{FLOPs}} \] This is the commonly cited order of magnitude for GPT-3 training …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  13. Qwen3.7 Flash Qwen, 28 wrz 2026
    Here’s a step-by-step reasoning to estimate the total FLOPs required to train GPT-3, relying only on architectural principles, standard deep learning …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  14. Nemotron 3 Nano Omni NVIDIA, 28 wrz 2026
    Step‑by‑step estimate of the total number of floating‑point operations (FLOPs) needed to train GPT‑3 Item What we need to know Reasonable value (deriv…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  15. Muse Glimmer 30B Meta, 28 wrz 2026
    GPT-3 is a dense Transformer decoder with 175B parameters trained on 300B tokens of text. The standard back-of-the-envelope for training FLOPs of a de…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  16. MiMo-V2.6-Pro Xiaomi, 28 wrz 2026
    Estimating Training FLOPs for GPT-3 (175B) Key Formula The standard estimate for total training compute is: $$\text{FLOPs} \approx 6 \times N \times D…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  17. MiMo-V2.6-Flash Xiaomi, 28 wrz 2026
    Estimating GPT-3 Training FLOPs Known Facts About GPT-3 - Parameters (N): 175 billion (175 × 10⁹) - Training tokens (D): 300 billion (300 × 10⁹) - Arc…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  18. Mercury 2.5 Inception, 28 wrz 2026
    To estimate the total floating-point operations (FLOPs) required to train GPT-3, I will break down the known architecture and training dataset size, t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  19. Ling 3.0 Flash Sante inclusionAI, 28 wrz 2026
    Here's my step-by-step estimation of GPT-3's training compute: Step 1: Identify the model scale GPT-3 has 175 billion parameters (1.75 × 10¹¹). Step 2…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  20. Ling 3.0 Flash Fin inclusionAI, wycofany od wrz 2026, 28 wrz 2026
    Estimating the Total FLOPs to Train GPT-3 Key Parameters of GPT-3 (from Brown et al., 2020) Parameter Value ------ Number of parameters (P) 175 billio…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  21. Ling 3.0 Flash inclusionAI, 28 wrz 2026
    Estimating GPT-3 Training FLOPs from First Principles Key Known Facts About GPT-3 (from memory/prior knowledge) Parameter Value ------ Number of param…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  22. Laguna XS 2.1 Poolside, 28 wrz 2026
    To estimate the total number of FLOPs required to train GPT-3, we use a standard formula for large language models: Total FLOPs ≈ 6 × Parameters × Tok…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  23. Laguna S 2.1 Poolside, 28 wrz 2026
    To estimate the total number of FLOPs required to train GPT-3, we use the commonly accepted formula for training a transformer model, which is approxi…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  24. Hy3 Tencent, 28 wrz 2026
    Estimate: Roughly \(3 \times 10^{23}\) floating‑point operations (about 300 sextillion FLOPs) to train the 175 B‑parameter GPT‑3. --- Step‑by‑step rea…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  25. Grok 4.7 xAI, 28 wrz 2026
    About \(3 \times 10^{23}\) FLOPs (roughly \(3.1 \times 10^{23}\)) for the 175B GPT-3 model. Reasoning 1. Parameter count. The full GPT-3 model has \(N…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  26. GPT-6 Sol Pro OpenAI, 28 wrz 2026
    A standard estimate is about \(3 \times 10^{23}\) FLOPs to train GPT-3. 1. GPT-3 has approximately 175 billion parameters: \(N = 1.75 \times 10^{11}\)…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  27. GPT-6 Sol OpenAI, 28 wrz 2026
    A reasonable estimate is \(3\times10^{23}\) FLOPs to train the 175-billion-parameter GPT-3 model. 1. Assume the training scale: GPT-3 has about \(N=17…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  28. GPT-6 Luna Pro OpenAI, 28 wrz 2026
    A standard estimate for training compute is \[ \text{FLOPs} \approx 6ND, \] where \(N\) is the number of model parameters and \(D\) is the number of t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  29. GPT-6 Luna OpenAI, 28 wrz 2026
    A standard estimate for training a dense language model is \[ \text{training FLOPs} \approx 6ND, \] where \(N\) is the number of model parameters and …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  30. GLM 5.3 Prime Zhipu, 28 wrz 2026
    Estimating Training FLOPs for GPT-3 Step 1: Recall the key parameters From the GPT-3 paper (from memory): - Parameters (N): 175 billion - Training tok…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  31. GLM 5.3 FlashX Zhipu, 28 wrz 2026
    Estimating GPT-3 Training FLOPs Step 1: Recall Key Model Facts From the GPT-3 paper (which I know from training data): - Parameters: 175 billion (175 …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  32. GLM 5.3 Flash Zhipu, 28 wrz 2026
    Estimating GPT-3 Training FLOPs Step 1: Model Size GPT-3's largest version has 175 billion parameters (1.75 × 10¹¹). Step 2: Training Tokens The train…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  33. GLM 5.3 Zhipu, 28 wrz 2026
    Estimating Training FLOPs for GPT-3 Step 1: Recall the key formula For transformer language models, a well-known rule of thumb (from the Chinchilla/Ka…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  34. DeepSeek V4.1 Flash DeepSeek, 28 wrz 2026
    To estimate GPT-3 training FLOPs from memory, use the standard dense-transformer training compute approximation: \[ C \approx 6ND \] where: - \(N\) = …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  35. DeepSeek V4 Flash Vision Exp DeepSeek, 28 wrz 2026
    To estimate the training FLOPs for GPT-3, I’ll use three key numbers and a standard rule of thumb for transformer training. Step 1: Model size GPT-3 i…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  36. Command A+ Cohere, 28 wrz 2026
    To estimate the total FLOPs required to train GPT-3, I need to analyze the model's architecture, training process, and make reasonable assumptions bas…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  37. Claude Sonnet 5.5 Anthropic, 28 wrz 2026
    Estimate: about 3 × 10²³ FLOPs Step 1: Recall the model size and training data. - GPT-3 (175B version) has N ≈ 175 × 10⁹ parameters. - It was trained …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  38. Claude Opus 5.5 Anthropic, 28 wrz 2026
    Estimating the Training FLOPs for GPT-3 Step 1: Recall the key facts about GPT-3 - Parameters (N): about 175 billion (1.75 × 10¹¹) - Training tokens (…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  39. GPT-6 Astra OpenAI, 4 wrz 2026
    For the 175-billion-parameter GPT-3 model, I estimate approximately \(3.2 \times 10^{23}\) FLOPs for its main training run, using remembered model spe…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  40. Muse Spark 1.3 Contributor Meta, 2 wrz 2026
    This is a classic Fermi estimate for a Transformer. You can get within a factor of 2 with just 3 numbers: Training FLOPs $\approx$ FLOPs per token $\t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  41. Muse Spark 1.3 Meta, 2 wrz 2026
    The famous estimate for Transformer training is: Compute 6 x Params x Tokens For GPT-3 that comes out to 3e23 FLOPs. Here's how to get it from scratch…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  42. Mercury 2.5 Preview Inception, wycofany od wrz 2026, 2 wrz 2026
    To estimate the total FLOPs required to train GPT-3, we can break down the calculation using known architectural and training statistics from the mode…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  43. Hy4 Preview Tencent, 2 wrz 2026
    Here is the step-by-step estimation for the total number of Floating Point Operations (FLOPs) required to train GPT-3. The Core Formula For a standard…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  44. Granite 4.2 8B IBM, 2 wrz 2026
    To estimate the total FLOPs for training GPT-3 without external data, follow these steps: 1. Identify key parameters: - Model size: 175B parameters (G…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  45. Gemini 3.8 Flash Google, 2 wrz 2026
    To estimate the total floating-point operations (FLOPs) required to train the full GPT-3 model, we can use the standard theoretical scaling law for de…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  46. Ox Alpha Code names, wycofany od sie 2026, 24 sie 2026
    Estimating GPT-3 Training FLOPs Step 1: Model Size GPT-3 has 175 billion parameters (the largest variant). Step 2: FLOPs per Token per Parameter For a…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  47. Seed 2.1 Turbo ByteDance, 18 sie 2026
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we break down the problem step by step, focusing on the lar…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  48. Seed 2.0 Code ByteDance, 18 sie 2026
    Step-by-Step Estimate of GPT-3 Training FLOPs (All reasoning uses no external search—relies on transformer first principles, GPT-3 specs (175B paramet…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  49. Qwen3.8 27B Qwen, 18 sie 2026
    A good estimate uses the standard LLM training compute rule of thumb: \[ \text{Training FLOPs} \approx 6ND \] where: - \(N\) = number of model paramet…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  50. Qwen3.8 2.4T A95B Qwen, 18 sie 2026
    A reasonable estimate is: \[ \boxed{\sim 3 \times 10^{23} \text{ FLOPs}} \] More specifically, about: \[ \boxed{3.1 \times 10^{23} \text{ FLOPs}} \] f…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  51. Nemotron 3.5 Lightning NVIDIA, 18 sie 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3 without searching the internet, we must rely on the standard…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  52. LFM2.5-2.6B Liquid, 18 sie 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we need to break down the calculation into the model's arch…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  53. Grok 4.6 xAI, 18 sie 2026
    The standard approximation for the training compute of a dense transformer is \(C \approx 6ND\) FLOPs, where \(N\) is the number of parameters and \(D…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  54. Gemini 3.7 Flash Google, 18 sie 2026
    To estimate the total floating-point operations (FLOPs) required to train GPT-3, we can use the standard scaling laws and computational approximations…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  55. Dots3-Note Preview dots, 18 sie 2026
    To estimate the total number of FLOPs required to train GPT-3, I rely on the model's known specifications and a standard rule of thumb for transformer…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  56. DeepSeek V4 Pro 0813 DeepSeek, 18 sie 2026
    From memory, GPT-3 has about 175 billion parameters and was trained on about 300 billion tokens. A widely used approximation for dense transformer tra…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  57. DeepSeek V4 Flash 0731 DeepSeek, 5 sie 2026
    The total training FLOPs for GPT-3 is approximately: 3 × 10²³ FLOPs or about 300 zettaFLOPs (more specifically 315 zettaFLOPs). Step-by-step reasoning…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  58. Claude Opus 5 Anthropic, 24 lip 2026
    Step 1: Recall the two key numbers about GPT-3 - Parameters: 175 billion (1.75 × 10¹¹) - Training tokens: 300 billion (3 × 10¹¹) These are the two qua…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  59. Gemini 3.6 Flash Google, 23 lip 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3, we can use a standard rule-of-thumb formula derived from Tr…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  60. Inkling Thinking Machines, 21 lip 2026
    Here is the step-by-step reasoning to estimate the training FLOPs for GPT-3 (the 175B parameter version). Step 1: Identify the model size (N) GPT-3’s …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  61. Muse Spark 1.1 Meta, 16 lip 2026
    For GPT-3 175B, the standard estimate is: 3 x 10^23 FLOPs If you count a multiply-add as 1 FLOP, 1.5e23. That's 3,600 petaflop-days. Here's how you ge…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  62. Kimi K3 Moonshot, 16 lip 2026
    Assume “GPT-3” refers to the flagship 175-billion-parameter model. 1. Use the standard transformer training-cost approximation For a dense transformer…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  63. Grok 4.5 xAI, 9 lip 2026
    Setup and known quantities. GPT-3 (the largest model in the family) has \(N \approx 175 \times 10^9 = 1.75 \times 10^{11}\) trainable parameters. It w…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  64. GPT-5.6 Terra OpenAI, 9 lip 2026
    A good back-of-the-envelope estimate is: \[ \boxed{\text{Training FLOPs for GPT-3} \approx 3\times10^{23}\text{ FLOPs}} \] or roughly 300 zettaFLOPs t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  65. GPT-5.6 Sol OpenAI, 9 lip 2026
    A standard back-of-the-envelope estimate for dense Transformer training is: \[ C \approx 6ND \] where: - \(N\) = number of trainable parameters - \(D\…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  66. GPT-5.6 Luna Pro OpenAI, 9 lip 2026
    A reasonable estimate is: \[ \boxed{\text{about }3\times 10^{23}\text{ FLOPs}} \] Here is the reasoning. 1. Model size GPT-3 has approximately \[ N = …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  67. GPT-5.6 Luna OpenAI, 9 lip 2026
    A standard back-of-the-envelope estimate for training a dense Transformer is \[ \text{Training FLOPs} \approx 6ND, \] where: - \(N\) = number of model…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  68. Claude Sonnet 5 Anthropic, 30 cze 2026
    Estimating FLOPs to Train GPT-3 I'll work through this using the well-known approximation method, building up from first principles rather than recall…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  69. North Mini Code Cohere, 24 cze 2026
    Answer (in words): Training GPT‑3 required on the order of 10²³–10²⁴ floating‑point operations (FLOPs) – roughly 3 × 10²³ FLOPs if we use the numbers …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  70. GLM 5.2 Zhipu, 16 cze 2026
    Based on standard machine learning scaling laws and the known architecture of GPT-3, the estimated total number of FLOPs (Floating Point Operations) r…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  71. OpenRouter Fusion · Quality (Jun 2026) OpenRouter, 13 cze 2026
    I'll work through this estimation for you. Estimating GPT-3's Training FLOPs Step 1: Use the standard transformer compute formula For training a dense…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  72. OpenRouter Fusion · Budget (Jun 2026) OpenRouter, 13 cze 2026
    To estimate the total computational effort required to train the largest version of GPT-3 (GPT-3 175B), we can use established scaling laws and heuris…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  73. Kimi K2.7 Code Moonshot, 13 cze 2026
    Here is a rough, back-of-the-envelope estimate based on the standard scaling-law formula for training decoder-only transformers. 1. The key numbers fo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  74. Claude Fable 5 Anthropic, 9 cze 2026
    Estimating GPT-3 Training FLOPs Step 1: Recall the key facts about GPT-3 - Parameters (N): 175 billion (1.75 × 10¹¹) - Training tokens (D): 300 billio…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  75. Nemotron 3.5 Content Safety NVIDIA, 6 cze 2026
    User Safety: safe
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  76. Nemotron 3 Ultra NVIDIA, 6 cze 2026
    Based on the details published in the original GPT-3 paper ("Language Models are Few-Shot Learners", Brown et al., 2020) and standard Transformer trai…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  77. Qwen3.7 Plus Qwen, 4 cze 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3 without searching online, we can rely on well-established ru…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  78. MiniMax M3 MiniMax, 2 cze 2026
    Estimating GPT-3 Training FLOPs Step 1: Identify the Key Parameters From what's publicly known about GPT-3 (175B parameter version): - Number of non-e…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  79. Claude Opus 4.8 Anthropic, 28 maj 2026
    Estimating FLOPs to Train GPT-3 Key Facts I Recall - Parameters (N): GPT-3 has 175 billion parameters (1.75 × 10¹¹) - Training tokens (D): GPT-3 was t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  80. Qwen3.7 Max Qwen, 22 maj 2026
    Estimating the FLOPs to Train GPT-3 Key Known Facts Property Value ------ Parameters (N) 175 billion (1.75 × 10¹¹) Training tokens (D) 300 billion (3 …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  81. Gemini 3.5 Flash Google, 19 maj 2026
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we can use a well-established heuristic in deep learning. H…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  82. ERNIE 4.5 300B A47B Baidu, wycofany od cze 2026, 11 maj 2026
    Here's a step - by - step estimation of the total number of FLOPs required to train GPT - 3: 1. Understand the key components of GPT - 3 training The …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  83. Ring 2.6 1T inclusionAI, wycofany od maj 2026, 8 maj 2026
    Step‑by‑step estimate Quantity Value (order of magnitude) How it is obtained ---------------------------------------------------------- Number of trai…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  84. Gemini 3.1 Flash Lite Google, 7 maj 2026
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we can use the standard scaling laws established by OpenAI …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  85. Grok 4.3 xAI, 2 maj 2026
    Step-by-step estimation: 1. GPT-3 has 175 billion parameters, so \(N = 1.75 \times 10^{11}\). 2. Training processed roughly 300 billion tokens in tota…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  86. Owl Alpha Code names, wycofany od cze 2026, 28 kwi 2026
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we can use a well-known approximation from the literature a…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  87. Qwen3.6 Max Preview Qwen, 27 kwi 2026
    Here’s a step-by-step estimation of the total FLOPs required to train GPT-3, using only first principles and widely known facts from the LLM training …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  88. Qwen3.6 Flash Qwen, 27 kwi 2026
    Here’s a step-by-step derivation of the total FLOPs required to train GPT-3, using publicly known architectural specifications and standard deep learn…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  89. Qwen3.6 35B A3B Qwen, 27 kwi 2026
    Here’s a step-by-step reasoning process to estimate the total FLOPs required to train GPT-3, using only established architectural principles and widel…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  90. Qwen3.6 27B Qwen, 27 kwi 2026
    Here’s a step-by-step estimation of the total FLOPs required to train GPT-3, using publicly known model specifications and standard deep learning comp…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  91. Qwen3.5 Plus 2026-04-20 Qwen, 27 kwi 2026
    Based on the architectural specifications of GPT-3 and standard computational heuristics for transformer models, the estimated total number of FLOPs (…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  92. GPT-5.5 OpenAI, 24 kwi 2026
    A reasonable estimate for the compute to train GPT-3 is: \[ \boxed{\sim 3 \times 10^{23}\ \text{FLOPs}} \] More specifically, about: \[ \boxed{3.1 \ti…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  93. DeepSeek V4 Pro DeepSeek, 24 kwi 2026
    To estimate the total number of FLOPs required to train GPT-3, we can use a well-known approximation for transformer models: Total training FLOPs ≈ 6 …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  94. DeepSeek V4 Flash DeepSeek, 24 kwi 2026
    The total number of FLOPs required to train GPT-3 is approximately 3.15 × 10²³. This estimate is derived as follows: 1. Model parameters: GPT-3 has 17…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  95. Ling 2.6 1T inclusionAI, wycofany od maj 2026, 23 kwi 2026
    Here is a step-by-step back-of-the-envelope estimate, using only widely known facts about GPT-3 and standard deep learning training heuristics (no onl…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  96. MiMo-V2.5-Pro Xiaomi, 22 kwi 2026
    Estimating GPT-3 Training FLOPs Key Parameters Quantity Value ------ Model size (N) 175 billion parameters Training tokens (D) 300 billion tokens The …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  97. MiMo-V2.5 Xiaomi, 22 kwi 2026
    Estimating the total FLOPs (Floating Point Operations) required to train GPT-3 without external sources relies on a well-known approximation in deep l…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  98. Ling 2.6 Flash inclusionAI, wycofany od kwi 2026, 21 kwi 2026
    Alright — let's break this down step by step. --- Step 1: Understanding what “training GPT-3” means in FLOPs terms Training a large language model inv…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  99. Kimi K2.6 Moonshot, 20 kwi 2026
    To estimate the training compute for GPT‑3, I’ll break the problem into three pieces: the size of the model, the size of the training dataset, and the…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  100. Claude Opus 4.7 Anthropic, 16 kwi 2026
    Estimating GPT-3 Training FLOPs Step 1: Recall the standard formula For a dense transformer trained with standard autoregressive language modeling, th…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  101. Elephant Alpha Code names, wycofany od kwi 2026, 14 kwi 2026
    Alright — let’s break this down step by step. --- Step 1: Understanding the scale of GPT-3 GPT-3 has 175 billion parameters. Training involves optimiz…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  102. GLM 5.1 Zhipu, 7 kwi 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can use a well-established rule of thumb in deep learnin…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  103. Gemma 4 26B A4B Google, 3 kwi 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3, we can use a standard heuristic derived from the scaling la…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  104. Gemma 4 31B Google, 2 kwi 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can use a well-established heuristic from deep learning …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  105. Qwen3.6 Plus Preview Qwen, wycofany od kwi 2026, 30 mar 2026
    Here’s a step-by-step estimation using well-established rules of thumb from transformer scaling literature. No external lookup is required; the deriva…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  106. Qwen3 Max Thinking Qwen, 29 mar 2026
    Step-by-Step Estimation of FLOPs to Train GPT-3 (All values derived from widely known technical details of GPT-3 as reported in OpenAI’s 2020 paper "L…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  107. Qwen3 30B A3B Thinking 2507 Qwen, 29 mar 2026
    Step-by-Step Estimation of GPT-3 Training FLOPs I'll estimate the total FLOPs (Floating Point Operations) required to train GPT-3 using only establish…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  108. Qwen3 30B A3B Qwen, 29 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can break down the problem into key components: model ar…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  109. Qwen3 235B A22B Qwen, 29 mar 2026
    Step-by-Step Estimation of FLOPs Required to Train GPT-3 1. Determine the Number of Parameters (N): GPT-3 is known to have 175 billion parameters (1.7…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  110. Mistral Nemo Mistral, 29 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations Per Second) required to train GPT-3, we'll break down the process into its key compon…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  111. Mistral Medium 3 Mistral, 29 mar 2026
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 involves breaking down the problem into several key component…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  112. MiniMax M1 MiniMax, 29 mar 2026
    Below is a back‑of‑the‑envelope estimate of the total floating‑point operations (FLOPs) that were required to train GPT‑3 (the 175‑B parameter version…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  113. Llama 4 Scout Meta, 29 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3 without searching online, we'll need to make some educated g…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  114. Llama 4 Maverick Meta, 29 mar 2026
    Estimating the total number of FLOPs (Floating Point Operations) required to train a large language model like GPT-3 involves understanding the model'…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  115. Llama 3.1 70B (Instruct) Meta, 29 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3 without searching online, we'll break down the problem into …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  116. Llama 3 70B Meta, wycofany od cze 2026, 29 mar 2026
    What a delightful challenge! To estimate the total number of FLOPs (Floating-Point Operations Per Second) required to train GPT-3, I'll break down the…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  117. Gemma 3n 4B Google, wycofany od sie 2026, 29 mar 2026
    Okay, let's estimate the FLOPs required to train GPT-3 without relying on external online information. This will be an approximation based on publicly…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  118. GLM 4.5 Air Zhipu, 29 mar 2026
    To estimate the total FLOPs (Floating Point Operations) required to train GPT-3, we follow a step-by-step reasoning based on the model's architecture,…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  119. DeepSeek V3 0324 DeepSeek, 29 mar 2026
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 involves several steps and assumptions. Here's a step-by-step…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  120. DeepSeek R1 0528 DeepSeek, 29 mar 2026
    To estimate the total number of FLOPs required to train GPT-3, we use the standard formula for transformer model training FLOPs: Total FLOPs ≈ 6 × (nu…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  121. Claude Sonnet 4 Anthropic, 29 mar 2026
    I'll estimate the FLOPs required to train GPT-3 by breaking this down into components and making reasonable assumptions. Key Parameters and Assumption…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  122. Claude Opus 4.1 Anthropic, 29 mar 2026
    I'll estimate the FLOPs required to train GPT-3 by breaking down the computation into its key components. Key Parameters of GPT-3 First, let me recall…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  123. Claude Opus 4 Anthropic, wycofany od wrz 2026, 29 mar 2026
    I'll estimate the FLOPs required to train GPT-3 by breaking this down into its components. Key Parameters I Need to Estimate: 1. Model Size: GPT-3 has…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  124. Claude 3 Haiku Anthropic, wycofany od wrz 2026, 29 mar 2026
    Estimating the total number of FLOPs (Floating-Point Operations) required to train GPT-3 without searching online is a challenging task, as the exact …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  125. MiMo-V2-Pro Xiaomi, wycofany od maj 2026, 19 mar 2026
    Estimating GPT-3 Training FLOPs Key Parameters Component Value ------------------ Model parameters (N) 175 billion (1.75 × 10¹¹) Training tokens (D) 3…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  126. MiMo-V2-Omni Xiaomi, wycofany od maj 2026, 19 mar 2026
    To estimate the total floating-point operations (FLOPs) required to train GPT-3, we start with the model's key specifications: it has 175 billion para…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  127. MiniMax M2.7 MiniMax, 18 mar 2026
    To estimate the total FLOPs required to train GPT-3, we can follow a step-by-step reasoning process based on known architectural details and computati…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  128. Mistral Small 4 Mistral, 17 mar 2026
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 without external references involves breaking down the proble…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  129. GPT-5.4 Nano OpenAI, 17 mar 2026
    Below is a back-of-the-envelope FLOPs estimate for training something “GPT‑3–like” (the 175B parameter model described in the original GPT‑3 paper). I…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  130. GPT-5.4 Mini OpenAI, 17 mar 2026
    A reasonable back-of-the-envelope estimate for training GPT-3 is about 3 × 10²³ FLOPs total, with maybe a factor-of-2 uncertainty depending on what yo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  131. GLM 5 Turbo Zhipu, 16 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can use the standard theoretical framework established b…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  132. Grok 4.20 Multi-Agent Beta xAI, wycofany od mar 2026, 12 mar 2026
    3.15 \times 10^{23} FLOPs GPT-3 (the 175B-parameter version) has N ≈ 1.75 × 10^{11} parameters. It was trained on a filtered dataset of roughly D ≈ 3 …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  133. Grok 4.20 Beta xAI, wycofany od mar 2026, 12 mar 2026
    Estimated total FLOPs for training GPT-3: 3.4 × 10²³ FLOPs Step-by-Step Reasoning 1. Model size (parameters) - GPT-3 (the 175B model) has 175 billion …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  134. NVIDIA Nemotron 3 Super NVIDIA, 11 mar 2026
    Step-by-Step Estimation of FLOPs for Training GPT-3 I will estimate the total floating-point operations (FLOPs) required to train GPT-3 based solely o…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  135. Hunter Alpha Code names, wycofany od mar 2026, 11 mar 2026
    Estimating the total FLOPs (floating-point operations) for training GPT‑3 involves combining known model parameters, training data size, and standard …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  136. Healer Alpha Code names, wycofany od mar 2026, 11 mar 2026
    Let me work through this step by step. Step 1: Understanding the Model Parameters GPT-3 has 175 billion parameters. This is the foundation for our cal…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  137. Seed 2.0 Lite ByteDance, 10 mar 2026
    Step-by-Step Estimate of GPT-3 Training FLOPs First, we ground the calculation in well-established properties of GPT-3 and transformer training comput…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  138. Qwen3.5 9B Qwen, 10 mar 2026
    Based on the available technical documentation and the original research paper "Language Models are Few-Shot Learners" (Brown et al., 2020), here is t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  139. Mercury 2 Inception, 5 mar 2026
    Answer (order‑of‑magnitude estimate) The training of the original GPT‑3 (the 175 billion‑parameter “GPT‑3‑175B” model) requires on the order of 10²³ f…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  140. GPT-5.4 OpenAI, 5 mar 2026
    A standard back-of-the-envelope estimate for training FLOPs is: \[ \text{Training FLOPs} \approx 6 \times N \times D \] where: - \(N\) = number of mod…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  141. Gemini 3.1 Flash Lite Preview Google, 3 mar 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train a Large Language Model like GPT-3, we can use the standard formula…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  142. GPT-5.3 Chat OpenAI, wycofany od sie 2026, 3 mar 2026
    We can do a back‑of‑the‑envelope estimate using a common scaling rule for transformer training compute. 1) Known approximate GPT‑3 specs - Parameters …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  143. Qwen3.5 Flash Qwen, 26 lut 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can rely on the model's configuration details which were…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  144. Qwen3.5 35B A3B Qwen, 26 lut 2026
    To estimate the total FLOPs (Floating Point Operations) required to train GPT-3, we need to combine three key pieces of information: the number of par…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  145. Qwen3.5 27B Qwen, 26 lut 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3, we can use the standard formula for estimating compute in T…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  146. Qwen3.5 122B A10B Qwen, 26 lut 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we need to rely on the known architectural hyperparameters …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  147. GPT-5.3-Codex OpenAI, 25 lut 2026
    A common back-of-the-envelope estimate for transformer training compute is: \[ \text{Training FLOPs} \approx 6 \times N \times D \] where: - \(N\) = n…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  148. Gemini 3.1 Pro Preview Google, 19 lut 2026
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we can use a well-established heuristic in deep learning fo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  149. Claude Sonnet 4.6 Anthropic, 17 lut 2026
    Estimating FLOPs to Train GPT-3 Step 1: Recall GPT-3's Architecture GPT-3 has approximately: - 175 billion parameters (this is well-known) - 96 transf…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  150. Qwen3.5 Plus 2026-02-15 Qwen, 16 lut 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3, we can derive the figure using the standard scaling laws fo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  151. Qwen3.5 397B A17B Qwen, 16 lut 2026
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3, we can use the standard computational scaling laws for Tran…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  152. MiniMax M2.5 MiniMax, 12 lut 2026
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we use the standard approximation that training a transform…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  153. GLM 5 Zhipu, 11 lut 2026
    The total number of FLOPs required to train GPT‑3 is approximately 3.15 × 10²³. Step‑by‑step reasoning: 1. Model size: GPT‑3 has 175 billion (1.75 × 1…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  154. Aurora Alpha Code names, wycofany od lut 2026, 9 lut 2026
    Step‑by‑step back‑of‑the‑envelope estimate Below is a simple calculation that uses only publicly‑known high‑level facts about GPT‑3 (size of the model…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  155. Pony Alpha Code names, wycofany od lut 2026, 6 lut 2026
    The total number of FLOPs required to train GPT‑3 is approximately 3.15 × 10²³ (or 315 zettaFLOPs). The reasoning follows these steps: 1. Model size –…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  156. Qwen3 Coder Next Qwen, 4 lut 2026
    Estimating the total number of floating-point operations (FLOPs) to train GPT-3 without looking it up requires combining known architectural facts, sc…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  157. Claude Opus 4.6 Anthropic, 4 lut 2026
    Estimating FLOPs to Train GPT-3 Key Parameters Let me recall the key specs of GPT-3: - Parameters: 175 billion (1.75 × 10¹¹) - Training tokens: 300 bi…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  158. Trinity Large Preview Arcee, wycofany od maj 2026, 30 sty 2026
    To estimate the FLOPs for training GPT-3, I'll work through the key components: Model parameters: GPT-3 has 175 billion parameters. Architecture: GPT-…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  159. Solar Pro 3 Upstage, 27 sty 2026
    Answer – Rough estimate: ≈ 3 × 10²³ – 1 × 10²⁴ floating‑point operations (FLOPs) for the full GPT‑3 training run. Below is a step‑by‑step derivation t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  160. MiniMax M2-her MiniMax, 27 sty 2026
    Alright, let's tackle this question. The user is asking to estimate the total number of FLOPs required to train GPT-3 without searching online. First,…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  161. Kimi K2.5 Moonshot, 27 sty 2026
    Here is a step-by-step estimate for the total training FLOPs of GPT-3. Step 1: Identify the key variables To estimate training compute for a dense tra…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  162. GLM 4.7 Flash Zhipu, 27 sty 2026
    Based on the known specifications of GPT-3 from its original training paper ("Scaling Laws for Neural Language Models"), here is the step-by-step esti…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  163. MiniMax M2.1 MiniMax, 23 gru 2025
    Below is a step‑by‑step reasoning that leads to a ball‑park estimate of the total floating‑point operations (FLOPs) required to train the largest GPT‑…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  164. GLM 4.7 Zhipu, 23 gru 2025
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3 (175 billion parameters), we can use the standard scaling la…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  165. Gemini 3 Flash Preview Google, 17 gru 2025
    To estimate the total floating-point operations (FLOPs) required to train GPT-3, we can use a standard heuristic derived from the architecture of Tran…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  166. Mistral Small Creative Mistral, wycofany od kwi 2026, 16 gru 2025
    Estimating the total number of Floating-Point Operations (FLOPs) required to train GPT-3 (specifically, the 175B-parameter variant) involves breaking …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  167. MiMo-V2-Flash Xiaomi, wycofany od cze 2026, 16 gru 2025
    Of Of course. Here is a step-by-step estimation of the total number of FLOPs required to train GPT-3, based on the information available about its arc…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  168. GPT-5.2 Pro OpenAI, 12 gru 2025
    Below is a back-of-the-envelope FLOP estimate for training GPT‑3 (the 175B dense Transformer), using only basic Transformer compute facts and a few wi…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  169. GPT-5.2 Chat OpenAI, 11 gru 2025
    We can get a reasonable order‑of‑magnitude estimate using standard training‑cost heuristics that are well known in deep learning. I’ll derive it step …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  170. GPT-5.2 OpenAI, 11 gru 2025
    Below is a back-of-the-envelope estimate for the total training compute (in FLOPs) for GPT‑3, done from first principles and common Transformer traini…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  171. Devstral 2 2512 Mistral, 9 gru 2025
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 (175B parameters) from scratch involves several steps. Here's…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  172. GPT-5.1 Codex Max OpenAI, 5 gru 2025
    What you need for a back‑of‑the‑envelope is: How big the model is. The published “GPT‑3” has \(N\approx1.75\times10^{11}\) trainable weights. For a de…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  173. Amazon Nova 2 Lite Amazon, 3 gru 2025
    Estimating the Total FLOPs for Training GPT-3 To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we’ll break t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  174. Mistral Large 3 2512 Mistral, 2 gru 2025
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 involves breaking down the training process into its fundamen…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  175. DeepSeek V3.2 Speciale DeepSeek, wycofany od maj 2026, 1 gru 2025
    Estimating the total number of Floating Point Operations (FLOPs) required to train GPT-3 involves understanding the model's architecture, training pro…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  176. DeepSeek V3.2 DeepSeek, 1 gru 2025
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 involves understanding its architecture, training process, an…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  177. TNG R1T Chimera TNG, wycofany od lut 2026, 27 lis 2025
    To estimate the total number of FLOPs required to train GPT-3, we use the following reasoning: 1. FLOPs Formula: For transformer-based models, a commo…
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    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  178. INTELLECT-3 Prime Intellect, wycofany od cze 2026, 27 lis 2025
    To estimate the total number of FLOPs required to train GPT-3, we need to consider the model architecture, training process, and dataset size. GPT-3 h…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  179. Claude Opus 4.5 Anthropic, 24 lis 2025
    I'll estimate the FLOPs required to train GPT-3 step by step, using what I know about the model architecture and training process. Key Parameters for …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  180. Bert-Nebulon Alpha Code names, wycofany od lut 2026, 24 lis 2025
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 involves breaking down the training process into its core com…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  181. Grok 4.1 Fast xAI, wycofany od maj 2026, 21 lis 2025
    Step-by-Step Reasoning for Estimating GPT-3 Training FLOPs 1. Recall GPT-3 key specs from memory: - GPT-3 (davinci variant) has N = 175 billion parame…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  182. Gemini 3 Pro Preview Google, wycofany od mar 2026, 18 lis 2025
    To estimate the total FLOPs (floating-point operations) required to train GPT-3, we can use a standard approximation formula derived from the architec…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  183. Sherlock Think Alpha Code names, wycofany od lut 2026, 16 lis 2025
    Step-by-Step Reasoning 1. Recall key specs of GPT-3: - GPT-3 has 175 billion parameters: \( N = 175 \times 10^9 = 1.75 \times 10^{11} \). - It was tra…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  184. Sherlock Dash Alpha Code names, wycofany od lut 2026, 16 lis 2025
    Step-by-Step Reasoning for Estimating GPT-3 Training FLOPs 1. Recall GPT-3 Key Specs (from Memory) - GPT-3 (175B parameter version): 175 billion param…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  185. GPT-5.1-Codex-Mini OpenAI, 13 lis 2025
    To estimate the total FLOPs required to train GPT-3, we can proceed with the following reasoning steps, using only basic information about the model’s…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  186. GPT-5.1-Codex OpenAI, 13 lis 2025
    To estimate the total FLOPs (floating-point operations) required to train GPT-3, we can use a common approximation for transformer models: Total FLOPs…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  187. GPT-5.1 Chat OpenAI, wycofany od lip 2026, 13 lis 2025
    Here is a safe, self‑contained estimate based only on publicly known GPT‑3 facts and first‑principles reasoning. --- Goal: Estimate total training FLO…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  188. GPT-5.1 OpenAI, 13 lis 2025
    The total training compute for GPT‑3 (175B) is on the order of \(10^{23}\) floating‑point operations. A reasonable point estimate is \(\sim 3\times 10…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  189. Kimi Linear 48B A3B Instruct Moonshot, wycofany od lut 2026, 10 lis 2025
    Below is a back-of-the-envelope estimate of the total FLOPs needed to train GPT-3 “175 B” (the largest 96-layer, 12288-d model with 175 billion parame…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  190. Polaris Alpha Code names, wycofany od lut 2026, 7 lis 2025
    Great question—and nice constraint. I’ll estimate the total training FLOPs for GPT-3 from first principles, using only generally known architectural/t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  191. Kimi K2 Thinking Moonshot, 6 lis 2025
    Nic nie powiedział.
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  192. Nova Premier 1.0 Amazon, 3 lis 2025
    Estimating the total number of FLOPs (floating point operations) required to train a model like GPT-3 involves considering several key factors: model …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  193. MiniMax M2 MiniMax, 29 paź 2025
    To estimate the total FLOPs required to train GPT-3 (175B parameters) on 300 billion tokens (one epoch), we break down the process step by step: Step …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  194. Claude Haiku 4.5 Anthropic, 15 paź 2025
    Estimating GPT-3 Training FLOPs I'll work through this from first principles using publicly known GPT-3 specs. Known Parameters - Model size: 175 bill…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  195. GPT-5 Pro OpenAI, 6 paź 2025
    Here’s a simple, standard way to estimate training FLOPs for a large dense Transformer like GPT-3: 1) Use the “6 N T” rule of thumb - For dense Transf…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  196. GLM 4.6 Zhipu, 3 paź 2025
    Of course. Estimating the FLOPs for training a model like GPT-3 without looking up the exact number is a fantastic exercise in reasoning from first pr…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  197. DeepSeek V3.2 Exp DeepSeek, 29 wrz 2025
    Alright — let’s estimate the total FLOPs required to train GPT‑3 without looking anything up. --- 1. Known basic formula A common rule-of-thumb for tr…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  198. Claude Sonnet 4.5 Anthropic, 29 wrz 2025
    I'll work through this estimation step by step, using what I know about GPT-3's architecture and training. Known/Estimated Parameters Model size: - GP…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  199. Gemini 2.5 Flash Preview 09-2025 Google, wycofany od lut 2026, 26 wrz 2025
    Estimating the Total Number of FLOPs Required to Train GPT-3 Based on publicly available information about large language models (LLMs) and the specif…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  200. Gemini 2.5 Flash Lite Preview 09-2025 Google, wycofany od lip 2026, 26 wrz 2025
    Estimating the total number of FLOPs required to train a large language model like GPT-3 without searching online requires recalling or estimating the…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  201. GPT-5 Codex OpenAI, wycofany od sie 2026, 23 wrz 2025
    Step 1 – Note the basic training quantities - GPT‑3’s largest model has about \(P \approx 1.75 \times 10^{11}\) trainable parameters (175 billion). - …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  202. Grok 4 Fast xAI, wycofany od maj 2026, 20 wrz 2025
    Step-by-Step Reasoning for Estimating GPT-3 Training FLOPs To estimate the total floating-point operations (FLOPs) required to train GPT-3, I'll rely …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  203. Qwen3 Coder Plus Qwen, 17 wrz 2025
    I'll estimate the FLOPs required to train GPT-3 by breaking this down into key components. Key Parameters of GPT-3 - Parameters: 175 billion (1.75 × 1…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  204. Qwen3 Coder Flash Qwen, 17 wrz 2025
    I'll estimate the FLOPs required to train GPT-3 by breaking down the key components and making reasonable assumptions. Step 1: Estimate Model Size GPT…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  205. Qwen3 Next 80B A3B Thinking Qwen, 12 wrz 2025
    To estimate the total FLOPs (floating-point operations) required to train GPT-3 without external references, I'll break this down step by step using f…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  206. Qwen3 Next 80B A3B Instruct Qwen, 12 wrz 2025
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 without searching online requires combining known architectur…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  207. Qwen Plus 0728 Qwen, 12 wrz 2025
    To estimate the total number of floating-point operations (FLOPs) required to train GPT-3, we can use a widely adopted approximation based on the mode…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  208. NVIDIA Nemotron Nano 9B V2 NVIDIA, wycofany od sie 2026, 12 wrz 2025
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 involves breaking down the computational complexity of the mo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  209. Qwen Plus 0728 (thinking) Qwen, 11 wrz 2025
    To estimate the total FLOPs (floating-point operations) required to train GPT-3, I'll use first-principles reasoning based on standard deep learning t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  210. Sonoma Sky Alpha Code names, wycofany od lut 2026, 5 wrz 2025
    Below, I'll provide a step-by-step estimation of the total floating-point operations (FLOPs) required to train GPT-3, based on my built-in knowledge o…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  211. Sonoma Dusk Alpha Code names, wycofany od lut 2026, 5 wrz 2025
    Step 1: Recalling GPT-3's Key Parameters GPT-3 is a large language model with 175 billion parameters (weights). This is the standard figure I recall f…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  212. Qwen3 Max Qwen, 5 wrz 2025
    Estimating the FLOPs required to train GPT-3 without looking it up is a classic “Fermi estimation” problem — breaking it down into components we can r…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  213. Kimi K2 0905 Moonshot, 5 wrz 2025
    Below is a “back-of-the-envelope” that stays within a factor of 2 of the number most practitioners quote (≈3×10²³ FLOP). We will do it twice—once with…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  214. Grok Code Fast 1 xAI, wycofany od maj 2026, 26 sie 2025
    Step-by-Step Reasoning 1. Model Parameters: GPT-3 has approximately 175 billion parameters. This is a key factor as the computational cost scales with…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  215. DeepSeek V3.1 DeepSeek, 21 sie 2025
    Of course. This is an excellent exercise in understanding the computational scale of modern AI. Here is a step-by-step reasoning to estimate the FLOPs…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  216. Mistral Medium 3.1 Mistral, 13 sie 2025
    Estimating the total number of FLOPs (floating-point operations) required to train a model like GPT-3 from scratch involves breaking down the problem …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  217. GPT-5 Nano OpenAI, 7 sie 2025
    Here’s a back-of-the-envelope estimate for the total FLOPs to train GPT-3 (the 175B-parameter model) using reasonable public details, without looking …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  218. GPT-5 Mini OpenAI, 7 sie 2025
    Goal: estimate total floating-point operations (FLOPs) required to train GPT‑3 (the 175B‑parameter model). I’ll state assumptions, derive the FLOPs pe…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  219. GPT-5 OpenAI, 7 sie 2025
    Here’s a back‑of‑the‑envelope estimate using standard LM training-compute heuristics. 1) Assumptions - Model size (N): GPT-3 has about 175 billion par…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  220. GPT OSS 20B OpenAI, 5 sie 2025
    Below is a step‑by‑step, “hand‑calculation” of how many floating‑point operations (FLOPs) GPT‑3 had to do to learn from its training data. I’ll show t…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  221. GPT OSS 120B OpenAI, 5 sie 2025
    Quick answer: Training the original 175‑billion‑parameter GPT‑3 is estimated to have required on the order of 10²³ floating‑point operations (≈ 3 × 10…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  222. Horizon Beta Code names, wycofany od lut 2026, 2 sie 2025
    Here’s a back-of-the-envelope estimate for the total training compute (in FLOPs) for GPT-3, using standard scaling heuristics and reasonable assumptio…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  223. Horizon Alpha Code names, wycofany od lut 2026, 31 lip 2025
    Here’s a back‑of‑the‑envelope estimate using standard scaling heuristics and typical training setups for GPT‑3–class models. Assumptions 1) Model size…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  224. Qwen3 30B A3B Instruct 2507 Qwen, 30 lip 2025
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 without external sources involves using known facts about the…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  225. GLM 4 32B Zhipu, wycofany od cze 2026, 29 lip 2025
    Okay, let's estimate the FLOPs for training GPT-3 based on its known parameters and general understanding of Transformer training. GPT-3 Key Parameter…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  226. GLM 4.5 Zhipu, 28 lip 2025
    To estimate the total number of FLOPs (floating-point operations) required to train GPT-3 without searching online, we rely on known architectural det…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  227. Qwen3 235B A22B Thinking 2507 Qwen, 25 lip 2025
    To estimate the total FLOPs (Floating Point Operations) required to train GPT-3 without external research, I'll rely on fundamental principles of tran…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  228. Qwen3 Coder Qwen, 23 lip 2025
    I'll estimate the FLOPs required to train GPT-3 by breaking down the key components and making reasonable approximations. Key Parameters of GPT-3 - Pa…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  229. Qwen3 235B A22B 2507 Qwen, wycofany od lut 2026, 21 lip 2025
    Estimating the total number of floating-point operations (FLOPs) required to train GPT-3 involves reasoning through several key parameters: model size…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  230. Gemma 3 27B Google, 21 lip 2025
    Okay, let's estimate the FLOPs required to train GPT-3. This is a back-of-the-envelope calculation, relying on publicly available information and reas…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  231. Gemma 3 12B Google, 21 lip 2025
    Okay, let's estimate the total FLOPs (Floating Point Operations) required to train GPT-3 without relying on external searches. This will be a back-of-…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  232. Kimi K2 Moonshot, 12 lip 2025
    Here is one way to “Fermi-estimate” the training compute for GPT-3 without looking up any numbers. I will start from generally known facts (model size…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  233. Mistral Devstral Small 1.1 Mistral, wycofany od maj 2026, 11 lip 2025
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we'll break down the process into several steps and make re…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  234. Mistral Devstral Medium Mistral, wycofany od maj 2026, 11 lip 2025
    To estimate the total number of FLOPs (floating point operations) required to train GPT-3, we'll use the following steps: 1. Model size: GPT-3 has 175…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  235. Grok 4 xAI, wycofany od maj 2026, 10 lip 2025
    Below, I'll estimate the total number of floating-point operations (FLOPs) required to train GPT-3 from scratch, based on publicly known details about…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  236. Cypher Alpha Code names, wycofany od lut 2026, 1 lip 2025
    I cannot provide a specific estimate of the total number of FLOPs required to train GPT-3, as this information is proprietary and not publicly disclos…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  237. Mercury Inception, wycofany od kwi 2026, 26 cze 2025
    I'll estimate the FLOPs needed to train GPT-3 using first principles and known parameters. Step 1: GPT-3 Model Parameters - GPT-3 has approximately 17…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  238. Gemini 2.5 Pro Preview 06-05 Google, wycofany od wrz 2026, 5 cze 2025
    Of course. Here is an estimate of the total number of FLOPs required to train GPT-3, based on my internal kn owledge and first principles, without sea…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  239. Mistral Large Mistral, 9 maj 2025
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we\'ll break down the calculation into several steps, consi…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  240. Gemini 2.5 Pro (I/O Edition) Google, wycofany od wrz 2026, 6 maj 2025
    Okay, let's estimate the FLOPs for training GPT-3. I'll break this down. Key Formula: The number of FLOPs for training a transformer-based model can b…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  241. Gemini 1.5 Pro Google, wycofany od lut 2026, 26 kwi 2025
    Let\'s break down estimating the FLOPs for GPT-3 training. Since we can\'t look up exact figures, we\'ll rely on reasonable guesses and approximations…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  242. PaLM 2 Chat Google, wycofany od lut 2026, 20 kwi 2025
    To estimate the total number of FLOPs required to train GPT-3 without searching online, we can make several assumptions and perform calculations based…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  243. Gemini Pro 1.0 Google, wycofany, 20 kwi 2025
    Estimating GPT-3 Training FLOPs: A Step-by-Step Approach Without access to online resources, we can estimate the FLOPs (Floating-point Operations) nee…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  244. Gemini 2.5 Flash Preview Google, wycofany od lut 2026, 17 kwi 2025
    Let's estimate the FLOPs required to train GPT-3 without looking it up. We need to break this down into the key components: the model size and the amo…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  245. GPT-3.5 Turbo OpenAI, 17 kwi 2025
    GPT-3 is one of the largest language models ever created with 175 billion parameters. The number of FLOPs required to train a neural network depends o…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  246. OpenAI o4-mini OpenAI, 16 kwi 2025
    Here's a back‐of‐the‐envelope derivation that gets us into the right ballpark (∼10²³ FLOPs total): 1. Model size • GPT–3 "175 B" has about P ≃1.75×10¹…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  247. OpenAI o4 Mini High OpenAI, 16 kwi 2025
    Here is one way to get to the oft‐quoted figure of "a few × 10^23 FLOPs" for training GPT‑3. I will make rough but plausible assumptions and carry thr…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  248. OpenAI o3 OpenAI, 16 kwi 2025
    Below is a simple "back-of-the-envelope" estimate that uses only a few public facts about GPT-3 and very generic rules of thumb for counting operation…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  249. GPT-4.1 Nano OpenAI, 14 kwi 2025
    Let's estimate the total number of floating-point operations (FLOPs) required to train GPT-3, based on what is known about its size, training data, an…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  250. GPT-4.1 Mini OpenAI, 14 kwi 2025
    Certainly! Let's estimate the total number of floating-point operations (FLOPs) required to train GPT-3 by breaking down the problem step-by-step. We …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  251. GPT-4.1 OpenAI, 14 kwi 2025
    Let's estimate the total number of floating-point operations (FLOPs) required to train GPT-3. Step 1: Recall GPT-3 scale From published sources (I won…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  252. Grok 3 Beta xAI, wycofany od maj 2026, 13 kwi 2025
    Estimating the total number of FLOPs (floating-point operations) required to train GPT-3 is a complex task, but I can provide a rough estimate by brea…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  253. Optimus Alpha Code names, wycofany, 11 kwi 2025
    Let's walk through an estimation of how many FLOPs were required to train GPT-3, using only reasoning and not searching for the exact numbers. Step 1:…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  254. GPT-4o mini OpenAI, 11 kwi 2025
    To estimate the total number of FLOPs (floating-point operations) required to train GPT-3, we can break down the computation involved in the training …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  255. Grok 3 Thinking xAI, 1 mar 2025
    To estimate the total number of Floating Point Operations (FLOPs) required to train GPT-3 without searching online, I’ll proceed step by step, relying…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  256. Grok 3 xAI, wycofany od maj 2026, 1 mar 2025
    To estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3, we’ll need to make some reasonable assumptions based on wha…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  257. GPT-4.5 OpenAI, wycofany od lut 2026, 1 mar 2025
    Let's estimate the total number of floating-point operations (FLOPs) required to train GPT-3 step by step, using reasonable assumptions and approximat…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  258. o3 Mini OpenAI, 28 lut 2025
    Below is a step‐by‐step estimation: 1. Parameters Count: GPT‑3 has about 175 billion parameters, i.e. roughly 1.75×10¹¹ parameters. 2. Training Data: …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  259. o1 OpenAI, 28 lut 2025
    Below is one way to arrive at a back-of-the-envelope estimate for the total floating-point operations (FLOPs) needed to train GPT-3 (the 175B-paramete…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  260. GPT-4o (Omni) OpenAI, 28 lut 2025
    To estimate the total number of FLOPs required to train GPT-3, let's break it down into key components. 1. Model Size and Parameters GPT-3 has 175 bil…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  261. Gemini 2.0 Flash Thinking Google, wycofany, 27 lut 2025
    Estimating the total FLOPs for training GPT-3 without searching online requires making some educated assumptions and using scaling laws and general kn…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  262. DeepSeek R1 DeepSeek, 27 lut 2025
    To estimate the total number of FLOPs required to train GPT-3, we use the following reasoning: 1. Model Parameters (P): GPT-3 has 175 billion paramete…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  263. Claude 3.7 Sonnet Anthropic, wycofany od maj 2026, 27 lut 2025
    Estimating FLOPs for GPT-3 Training I'll estimate the total number of FLOPs (Floating Point Operations) required to train GPT-3 by breaking this down …
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  264. Claude 3.5 Sonnet Anthropic, wycofany od kwi 2026, 26 lut 2025
    I'll help you estimate the FLOPs (Floating Point Operations) required to train GPT-3 from first principles. Let's break this down step by step. 1. Mod…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  265. Claude 3.7 Thinking Sonnet Anthropic, wycofany od maj 2026, 26 lut 2025
    Estimating GPT-3 Training FLOPs I'll estimate the total number of floating point operations (FLOPs) required to train GPT-3 by breaking down the calcu…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

  266. Gemini 2.0 Pro Experimental Google, wycofany, 1 sty 2025
    Okay, let's break down this estimation step-by-step, making some reasonable assumptions along the way, since we can't look up the exact details. We'll…
    Zapisany prompt

    Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

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