Commit Graph

2 Commits

Author SHA1 Message Date
Anchen
1e3daea3bb
chore(mlx-lm): add missing model_type for starcoder2 (#522) 2024-03-03 06:07:45 -08:00
Muhtasham Oblokulov
81e2a80026
Add Starcoder 2 (#502)
* Add Starcoder2 model and update utils.py

* Refactor model arguments and modules in starcoder2.py

* Refactor FeedForward class to MLP in starcoder2.py

* Fix typo

* pre-commit

* Refactor starcoder2.py: Update model arguments and modules

* Fix LM head and MLP layers

* Rename  input layer norm

* Update bias in linear layers

* Refactor token embeddings in Starcoder2Model

* Rename to standard HF attention layer name

* Add LayerNorm

* Add transposed token embeddings (like in Gemma)

* Refactor MLP and TransformerBlock classes

* Add tie_word_embeddings option to ModelArgs and update Model implementation

* Add conditional check for tying word embeddings in Starcoder2Model

* Fix bias in lm_head linear layer

* Remove unused LayerNorm in stablelm

* Update transformers dependency to use GitHub repository

* fix lm head bug, revert transformer req

* Update RoPE initialization in Attention class

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Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-02 19:39:23 -08:00