Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025
File List
| File | Size |
|---|---|
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Burkov Andriy - The Hundred-Page Language Models Book - 2025.pdf | 24.34 MB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/news_decoder_language_model.ipynb | 425.15 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/news_RNN_language_model.ipynb | 397.73 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/emotion_GPT2_as_text_generator.ipynb | 115.42 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/emotion_GPT2_as_text_generator_LoRA.ipynb | 29.79 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/emotion_GPT2_as_classifier.ipynb | 24.52 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/byte_pair_encoding.ipynb | 23.86 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/instruct_GPT2.ipynb | 23.11 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/count_language_model.ipynb | 20.87 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/sampling_method.ipynb | 18 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/emotion_classifier_LR.ipynb | 8.87 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/inference.md | 3.08 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/evaluation.md | 1.97 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/embedding_vs_linear.py | 1.82 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/index.md | 1.5 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/quadratic_loss.py | 1.29 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/math.md | 1.27 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/non-transformer.md | 1.18 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/compression.md | 1.16 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/colabs.md | 1.12 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/encoder-decoder.md | 1.09 KB |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/embeddings.md | 991 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/prompting.md | 883 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/encoder.md | 707 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/deployment.md | 681 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/function-calling.md | 669 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/alignment.md | 636 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/VLM.md | 611 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/security.md | 601 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/overfitting.md | 553 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/MoE.md | 409 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/PyTorch.md | 388 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/scaling.md | 372 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/tokenization.md | 352 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/notebook-services.md | 337 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/distributed.md | 331 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/GPU-rental.md | 325 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/merging.md | 323 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/test.md | 271 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/online-finetuning.md | 151 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/README.md | 130 B |
| Burkov Andriy - The Hundred-Page Language Models Book + Code - 2025/Code/wiki/scripts.md | 115 B |
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