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General
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.chainlit
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Feb 1, 2026
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.chainlit ch05/07_gpt_to_llama/config.json ch07/02_dataset-utilities/config.json ch07/03_model-evaluation/config.json
appendix-D/01_main-chapter-code/1.pdf appendix-D/01_main-chapter-code/2.pdf appendix-D/01_main-chapter-code/3.pdf
appendix-E/01_main-chapter-code/loss-plot.pdf
ch04/04_gqa/kv_bytes_vs_context_length.pdf ch04/05_mla/kv_bytes_vs_context_length.pdf ch04/06_swa/kv_bytes_vs_context_length.pdf ch04/07_moe/ffn_vs_moe.pdf ch04/08_deltanet/deltanet_memory_plot.pdf
ch05/01_main-chapter-code/loss-plot.pdf ch05/01_main-chapter-code/temperature-plot.pdf ch05/01_main-chapter-code/the-verdict.txt
ch06/01_main-chapter-code/loss-plot.pdf ch06/01_main-chapter-code/accuracy-plot.pdf
ch07/01_main-chapter-code/loss-plot.pdf ch07/01_main-chapter-code/loss-plot-standalone.pdf ch07/01_main-chapter-code/loss-plot-baseline.pdf ch07/01_main-chapter-code/loss-plot-mask-instructions.pdf ch07/01_main-chapter-code/loss-plot-phi3-prompt.pdf ch07/01_main-chapter-code/loss-plot-alpaca52k.pdf ch07/04_preference-tuning-with-dpo/reward margins-plot.pdf
appendix-A/01_main-chapter-code/model.pth
appendix-E/01_main-chapter-code/gpt2
ch05/01_main-chapter-code/gpt2/ ch05/02_alternative_weight_loading/checkpoints ch05/02_alternative_weight_loading/*.safetensors ch05/01_main-chapter-code/model.pth ch05/01_main-chapter-code/model_and_optimizer.pth ch05/03_bonus_pretraining_on_gutenberg/model_checkpoints ch05/06_user_interface/gpt2 ch05/07_gpt_to_llama/.cache ch05/07_gpt_to_llama/Llama-2-7b ch05/07_gpt_to_llama/Llama-2-7b-chat ch05/07_gpt_to_llama/Llama-3-8B ch05/07_gpt_to_llama/Llama-3-8B-Instruct ch05/07_gpt_to_llama/Llama-3.1-8B ch05/07_gpt_to_llama/Llama-3.1-8B-Instruct ch05/07_gpt_to_llama/Llama-3.2-1B ch05/07_gpt_to_llama/Llama-3.2-1B-Instruct ch05/07_gpt_to_llama/Llama-3.2-3B ch05/07_gpt_to_llama/Llama-3.2-3B-Instruct ch05/07_gpt_to_llama/llama3.2-1B-instruct.pth ch05/07_gpt_to_llama/tokenizer.model ch05/10_llm-training-speed/middlemarch.txt ch05/10_llm-training-speed/loss.pdf ch05/10_llm-training-speed/model.pth ch05/11_qwen3/Qwen3-0.6B ch05/11_qwen3/Qwen3-0.6B-Base ch05/11_qwen3/Qwen3-1.7B ch05/11_qwen3/Qwen3-1.7B-Base ch05/11_qwen3/Qwen3-4B ch05/11_qwen3/Qwen3-4B-Base ch05/11_qwen3/Qwen3-8B ch05/11_qwen3/Qwen3-8B-Base ch05/11_qwen3/Qwen3-32B ch05/11_qwen3/Qwen3-32B-Base ch05/12_gemma3/gemma-3-270M-it ch05/12_gemma3/gemma-3-270M ch05/13_olmo3/Olmo-3-1025-7B ch05/13_olmo3/Olmo-3-1125-32B ch05/13_olmo3/Olmo-3-7B-Instruct ch05/13_olmo3/Olmo-3-32B-Instruct ch05/13_olmo3/Olmo-3-7B-Think ch05/13_olmo3/Olmo-3-32B-Think ch05/13_olmo3/Olmo-3-7B-RLZero-IF ch05/13_olmo3/Olmo-3-32B-RLZero-IF
ch06/01_main-chapter-code/gpt2 ch06/02_bonus_additional-experiments/gpt2 ch06/03_bonus_imdb-classification/gpt2
ch07/01_main-chapter-code/gpt2-medium355M-sft-baseline.pth ch07/01_main-chapter-code/gpt2-medium355M-sft-mask-instructions.pth ch07/01_main-chapter-code/gpt2-medium355M-sft-phi3-prompt.pth ch07/01_main-chapter-code/gpt2-medium355M-sft-alpaca52k.pth ch07/01_main-chapter-code/gpt2-medium355M-sft-lora.pth ch07/01_main-chapter-code/gpt2-medium355M-sft.pth ch07/01_main-chapter-code/gpt2-medium355M-sft-standalone.pth ch07/01_main-chapter-code/Smalltestmodel-sft-standalone.pth ch07/01_main-chapter-code/gpt2/
gemma-3-270m/ gemma-3-270m-it/ Qwen3-0.6B-Base/ Qwen3-0.6B/ tokenizer-base.json tokenizer-reasoning.json tokenizer.json config.json bpe_merges.txt
the-verdict.txt
appendix-E/01_main-chapter-code/sms_spam_collection.zip appendix-E/01_main-chapter-code/sms_spam_collection appendix-E/01_main-chapter-code/train.csv appendix-E/01_main-chapter-code/test.csv appendix-E/01_main-chapter-code/validation.csv
ch02/01_main-chapter-code/number-data.txt ch02/05_bpe-from-scratch/the-verdict.txt
ch05/03_bonus_pretraining_on_gutenberg/gutenberg ch05/03_bonus_pretraining_on_gutenberg/gutenberg_preprocessed
ch06/01_main-chapter-code/sms_spam_collection.zip ch06/01_main-chapter-code/sms_spam_collection ch06/01_main-chapter-code/test.csv ch06/01_main-chapter-code/train.csv ch06/01_main-chapter-code/validation.csv ch06/01_main-chapter-code/review_classifier.pth ch06/02_bonus_additional-experiments/test.csv ch06/02_bonus_additional-experiments/train.csv ch06/02_bonus_additional-experiments/validation.csv ch06/02_bonus_additional-experiments/sms_spam_collection.zip ch06/02_bonus_additional-experiments/sms_spam_collection ch06/03_bonus_imdb-classification/aclImdb/ ch06/03_bonus_imdb-classification/aclImdb_v1.tar.gz ch06/03_bonus_imdb-classification/test.csv ch06/03_bonus_imdb-classification/train.csv ch06/03_bonus_imdb-classification/validation.csv
ch07/01_main-chapter-code/instruction-data-with-response-standalone.json ch07/01_main-chapter-code/instruction-data-with-response-baseline.json ch07/01_main-chapter-code/instruction-data-with-response-mask-instructions.json ch07/01_main-chapter-code/loss-plot-lora.pdf ch07/01_main-chapter-code/instruction-data-with-response-alpaca52k.json ch07/01_main-chapter-code/instruction-data-with-response-lora.json ch07/01_main-chapter-code/instruction-data-with-response-phi3-prompt.json ch07/02_dataset-utilities/instruction-examples-modified.json ch07/04_preference-tuning-with-dpo/gpt2-medium355M-sft.pth ch07/04_preference-tuning-with-dpo/loss-plot.pdf
ch02/05_bpe-from-scratch/bpe_merges.txt ch02/05_bpe-from-scratch/encoder.json ch02/05_bpe-from-scratch/vocab.bpe ch02/05_bpe-from-scratch/vocab.json encoder.json vocab.bpe vocab.json
ch0?/0?_user_interface/.chainlit/ ch0?/0?_user_interface/chainlit.md ch0?/0?_user_interface/.files *.lock
chainlit.md Untitled.ipynb .DS_Store
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pip-log.txt pip-delete-this-directory.txt
htmlcov/ .tox/ .nox/ .coverage .coverage.* .cache nosetests.xml coverage.xml *.cover *.py,cover .hypothesis/ .pytest_cache/ cover/
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profile_default/ ipython_config.py
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