LICENSE
README.md
pyproject.toml
src/composennent/__init__.py
src/composennent.egg-info/PKG-INFO
src/composennent.egg-info/SOURCES.txt
src/composennent.egg-info/dependency_links.txt
src/composennent.egg-info/requires.txt
src/composennent.egg-info/top_level.txt
src/composennent/models/__init__.py
src/composennent/models/base.py
src/composennent/models/bert.py
src/composennent/models/gpt.py
src/composennent/models/nlp_base.py
src/composennent/models/transformer.py
src/composennent/models/methods/__init__.py
src/composennent/modules/__init__.py
src/composennent/modules/block.py
src/composennent/modules/memory.py
src/composennent/modules/sequential.py
src/composennent/modules/attention/__init__.py
src/composennent/modules/attention/masks.py
src/composennent/modules/attention/multi_head.py
src/composennent/modules/decoders/__init__.py
src/composennent/modules/decoders/causal.py
src/composennent/modules/decoders/cross_attention.py
src/composennent/modules/embeddings/__init__.py
src/composennent/modules/embeddings/feature.py
src/composennent/modules/embeddings/patch.py
src/composennent/modules/embeddings/token.py
src/composennent/modules/encoders/__init__.py
src/composennent/modules/encoders/bidirectional.py
src/composennent/modules/experts/__init__.py
src/composennent/modules/experts/expert_layer.py
src/composennent/modules/experts/router.py
src/composennent/modules/feedforward/__init__.py
src/composennent/modules/feedforward/geglu.py
src/composennent/modules/feedforward/glu.py
src/composennent/modules/feedforward/mlp.py
src/composennent/modules/feedforward/reglu.py
src/composennent/modules/feedforward/swiglu.py
src/composennent/modules/positional/__init__.py
src/composennent/modules/positional/absolute.py
src/composennent/modules/positional/relative.py
src/composennent/modules/positional/rotary.py
src/composennent/nlp/__init__.py
src/composennent/nlp/tokenizers/__init__.py
src/composennent/nlp/tokenizers/base.py
src/composennent/nlp/tokenizers/huggingface.py
src/composennent/nlp/tokenizers/sentencepiece.py
src/composennent/nlp/tokenizers/wordpiece.py
src/composennent/nlp/transformers/__init__.py
src/composennent/ocr/__init__.py
src/composennent/trainer/__init__.py
src/composennent/trainer/callbacks.py
src/composennent/trainer/engine.py
src/composennent/trainer/eval.py
src/composennent/trainer/instruct_engine.py
src/composennent/trainer/rlhf.py
src/composennent/trainer/trainers.py
src/composennent/trainer/data/collate.py
src/composennent/trainer/data/dataset.py
src/composennent/trainer/data/format.py
src/composennent/trainer/data/loader.py
src/composennent/utils/__init__.py
src/composennent/utils/gradient_utils.py
src/composennent/utils/text_preprocessing.py
src/composennent/vision/__init__.py
tests/test_gpt_autowrite.py
tests/test_gpt_memory.py
tests/test_memory.py