LICENSE
NOTICE
README.md
pyproject.toml
llm_from_scratch/__init__.py
llm_from_scratch.egg-info/PKG-INFO
llm_from_scratch.egg-info/SOURCES.txt
llm_from_scratch.egg-info/dependency_links.txt
llm_from_scratch.egg-info/requires.txt
llm_from_scratch.egg-info/top_level.txt
llm_from_scratch/capstone/__init__.py
llm_from_scratch/capstone/manifest.py
llm_from_scratch/capstone/pipeline.py
llm_from_scratch/datasets/__init__.py
llm_from_scratch/datasets/collators.py
llm_from_scratch/datasets/instruction_dataset.py
llm_from_scratch/datasets/preference_dataset.py
llm_from_scratch/datasets/sequence_dataset.py
llm_from_scratch/evaluation/__init__.py
llm_from_scratch/evaluation/calibration.py
llm_from_scratch/evaluation/contamination.py
llm_from_scratch/evaluation/diagnostics.py
llm_from_scratch/evaluation/intrinsic.py
llm_from_scratch/evaluation/judges.py
llm_from_scratch/evaluation/memorization.py
llm_from_scratch/evaluation/perplexity.py
llm_from_scratch/evaluation/prompt_suite.py
llm_from_scratch/evaluation/significance.py
llm_from_scratch/evaluation/failure_modes/__init__.py
llm_from_scratch/evaluation/failure_modes/probes.py
llm_from_scratch/finetuning/__init__.py
llm_from_scratch/finetuning/classification.py
llm_from_scratch/finetuning/continued_pretraining.py
llm_from_scratch/finetuning/dpo.py
llm_from_scratch/finetuning/lora.py
llm_from_scratch/finetuning/rag_stub.py
llm_from_scratch/finetuning/reasoning.py
llm_from_scratch/finetuning/sft.py
llm_from_scratch/finetuning/synthetic.py
llm_from_scratch/generation/__init__.py
llm_from_scratch/generation/chat.py
llm_from_scratch/generation/decoding.py
llm_from_scratch/generation/sampling.py
llm_from_scratch/governance/__init__.py
llm_from_scratch/governance/audit.py
llm_from_scratch/governance/grounding.py
llm_from_scratch/governance/harness.py
llm_from_scratch/governance/policies.py
llm_from_scratch/governance/validators.py
llm_from_scratch/inference/__init__.py
llm_from_scratch/inference/engine.py
llm_from_scratch/inference/kv_cache.py
llm_from_scratch/interpretability/__init__.py
llm_from_scratch/interpretability/embeddings.py
llm_from_scratch/interpretability/logit_lens.py
llm_from_scratch/interpretability/probes.py
llm_from_scratch/models/__init__.py
llm_from_scratch/models/attention.py
llm_from_scratch/models/configs.py
llm_from_scratch/models/feedforward_lm.py
llm_from_scratch/models/gpt.py
llm_from_scratch/models/neural_bigram.py
llm_from_scratch/models/ngram.py
llm_from_scratch/models/norms.py
llm_from_scratch/models/positional.py
llm_from_scratch/models/rnn_from_scratch.py
llm_from_scratch/models/rnn_lm.py
llm_from_scratch/models/transformer_block.py
llm_from_scratch/text/__init__.py
llm_from_scratch/text/cleaning.py
llm_from_scratch/text/corpus.py
llm_from_scratch/text/dedup.py
llm_from_scratch/text/diagnostics.py
llm_from_scratch/text/packing.py
llm_from_scratch/text/splitting.py
llm_from_scratch/text/toy_corpus.py
llm_from_scratch/tokenizers/__init__.py
llm_from_scratch/tokenizers/base.py
llm_from_scratch/tokenizers/bpe_internals.py
llm_from_scratch/tokenizers/bpe_tokenizer.py
llm_from_scratch/tokenizers/byte_tokenizer.py
llm_from_scratch/tokenizers/char_tokenizer.py
llm_from_scratch/tokenizers/diagnostics.py
llm_from_scratch/tokenizers/word_tokenizer.py
llm_from_scratch/training/__init__.py
llm_from_scratch/training/callbacks.py
llm_from_scratch/training/checkpointing.py
llm_from_scratch/training/diagnostics.py
llm_from_scratch/training/efficiency.py
llm_from_scratch/training/losses.py
llm_from_scratch/training/optim.py
llm_from_scratch/training/profiling.py
llm_from_scratch/training/schedules.py
llm_from_scratch/training/simple_loop.py
llm_from_scratch/training/trainer.py
llm_from_scratch/utils/__init__.py
llm_from_scratch/utils/env.py
llm_from_scratch/utils/scaling.py
llm_from_scratch/visualization/__init__.py
tests/test_attention.py
tests/test_behavioral_eval.py
tests/test_block.py
tests/test_bpe.py
tests/test_capstone.py
tests/test_causal_self_attention.py
tests/test_classification.py
tests/test_decoding.py
tests/test_diagnostics.py
tests/test_dpo.py
tests/test_efficiency.py
tests/test_env.py
tests/test_failure_modes.py
tests/test_governance.py
tests/test_gpt.py
tests/test_interpretability.py
tests/test_intrinsic_eval.py
tests/test_kv_cache.py
tests/test_lora.py
tests/test_mha.py
tests/test_neural_bigram.py
tests/test_ngram.py
tests/test_optim.py
tests/test_perplexity.py
tests/test_positional.py
tests/test_rnn_lm.py
tests/test_scaling.py
tests/test_sft.py
tests/test_text.py
tests/test_tokenizers.py
tests/test_toy_corpus.py