Awni Hannun
2146bcd7ee
Quantize embedding / Update quantize API ( #680 )
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* more async eval
* quantize embedding / update quantize api
* more updates for quantize
* update for quantize embeddings
* update sd quant API
* update sdxl quants
* error for datasets < batch_size
* async
* fix config loading
* fix quant
* fix tests
* fix req
* remove lm head if tie weights is true
* fix test
2024-04-18 18:16:10 -07:00
Awni Hannun
c68aa3c7c3
Stable lm 2 ( #666 )
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* stable lm 2
* test and lora
* version bump
* merge stable models
2024-04-08 14:18:55 -07:00
Prince Canuma
d661440dbb
Add support for qwen2moe ( #640 )
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* add sparsemoe block and update decoder logic
* update file name to match HF
* update name
* Code formatting
* update gates calculation
* add support for Qwen2MoE.
* fix pytest
* code formatting and fix missing comma in utils
* Remove decoder sparse step.
Co-authored-by: bozheng-hit <dsoul0621@gmail.com>
* remove gate layer anti-quantisation
* remove unused argument
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Co-authored-by: bozheng-hit <dsoul0621@gmail.com>
2024-04-02 11:33:29 -07:00
Awni Hannun
b8a348c1b8
Switch to fast RMS/LN Norm ( #603 )
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* use nn.RMSNorm, use sdpa, cleanup
* bump mlx versions
* minor update
* use fast layer norm
* version bump
* update requirement for whisper
* update requirement for gguf
2024-03-23 07:13:51 -07:00
Prince Canuma
76c3244cc5
Add support for Cohere's Command-R ( #565 )
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* initial commit for command-R
* update mlp, layernorm, lm_head and model args
* add custom layernorm
* add default to tie_word_embeddings
* add layernorm weight type and refactor
* update layernorm (bias conditional) in model/layers
* fix layer norm use traditional rope
* add test
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Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-13 07:03:36 -07:00
Anchen
3535408c99
chore(mlx-lm): fix tie_word_embeddings for qwen2 ( #566 )
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* chore: fix tie_word_embeddings for qwen2
* chore: default tie_word_embeddings to True
2024-03-12 21:34:32 -07:00
Awni Hannun
7cdd1b69ac
Enable unit testing in Circle and start some MLX LM tests ( #545 )
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* add a few tests for mlx lm
* add a few tests for mlx lm
* add a few tests for mlx lm
* more tests / cleanup
2024-03-07 09:31:57 -08:00
