Chime Ogbuji
f9936f77da
Merge branch 'ml-explore:main' into sets_of_hf_datasets
2024-11-08 18:47:27 -05:00
Awni Hannun
657b4cc0aa
[MLX LM] Sampler refactor + a few improvements ( #1094 )
...
* starting
* refactor sampler/processor and a few improvements
* fix stream
* fix stream generate
* fix eos handling in stream generate
2024-11-07 16:15:24 -08:00
Chime Ogbuji
90e2da881c
Minor fix
2024-11-06 12:58:00 -05:00
Chime Ogbuji
e45ce38f86
Add ability to fetch raw prompt and completion text from completion datasets
2024-11-06 12:53:54 -05:00
Angelos Katharopoulos
ed9e81dd58
Fix rotating kv cache size ( #1093 )
2024-11-05 10:24:24 -08:00
Awni Hannun
6fd1f70f73
fix spm decoder multi-byte ( #1092 )
2024-11-05 06:06:26 -08:00
Anthony Wu
4394633ce0
mlx_whisper: add support for audio input from stdin ( #1012 )
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* add support for audio and input name from stdin
* refactored to stdin - arg, and output-name template
* fix bugs, add test coverage
* fix doc to match arg rename
* some nits
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-11-04 14:02:13 -08:00
ilyasch2
3b526f0aa1
Add support for falcon-mamba ( #1074 )
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* Add support for falcon-mamba
* nits
* nit
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-11-04 12:23:30 -08:00
Anchen
82e3338987
chore(mlx-lm): add max token arg for mlx_lm.chat ( #1089 )
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* chore(mlx-lm): add max token arg for mlx_lm.chat
* chore: update the default max token value
2024-11-04 06:06:34 -08:00
Chime Ogbuji
78b24a2375
Fix index calculation
2024-11-03 20:36:55 -05:00
Chime Ogbuji
24f40c3b8d
Fix iteration over HF dataset collection
2024-11-03 20:30:47 -05:00
Chime Ogbuji
e477060a00
Fix keyword argument invokation
2024-11-03 20:26:15 -05:00
Chime Ogbuji
04cf93df55
Fixes to references to hf_datasets
2024-11-03 20:04:15 -05:00
Chime Ogbuji
c72122064a
Fixes to config format in documentattion
2024-11-03 20:00:35 -05:00
Chime Ogbuji
1f6c370690
Updates to LoRA documentation
2024-11-03 19:41:09 -05:00
Chime Ogbuji
9df7bbbe3a
Generalize HF datasets to a collection of HF dataasets via datasets, adds support for custom chat HF datasets ( #1088 ), and fixes ( #1087 )
2024-11-03 19:11:54 -05:00
Angelos Katharopoulos
331148d8ec
Enable distributed LoRA training ( #821 )
2024-11-02 18:02:31 -07:00
Awni Hannun
29c954f4cb
fix ( #1082 )
2024-11-02 13:51:38 -07:00
Awni Hannun
0f799947d0
fix ( #1079 )
2024-11-01 16:30:32 -07:00
Awni Hannun
e510987870
Clear cache every now and then ( #1081 )
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* clear cache every now and then
* don't need user arg anymore
2024-11-01 14:15:32 -07:00
Awni Hannun
8160e0c4e5
Whisper improvements ( #1080 )
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* use safetensors in whisper
* speed up decoder
* version
2024-11-01 10:52:28 -07:00
Alex Barron
85ffd2c96a
Quantized KV Cache ( #1075 )
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* add QuantizedKVCache
* simplify
* add tests
* single sdpa function
* fix sed
* in place
* fix tests
* support different k and v head dims
2024-10-31 16:59:52 -07:00
Awni Hannun
9f34fdbda4
Wire models in MLX LM ( #1069 )
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* wired in MLX LM
* fix synch
* comment + nit
* version
* mlx lm version
* bump to 0.19.2
2024-10-31 08:17:14 -07:00
Awni Hannun
8fe9539af7
Fix detokenizer space match for quote ( #1072 )
...
* fix + test
* remove transformer flax/torch warning
* format
2024-10-27 15:06:07 -07:00
hschaeufler
ab4bf05c6e
Update lora_config.yaml with new param: num_layers ( #1068 )
2024-10-26 09:34:46 -07:00
Saurav Maheshkar
4971462bf0
feat(clip): add linear probe evaluation script ( #960 )
2024-10-24 21:56:17 -07:00
Awni Hannun
9000e280ae
fix mamba models conversion ( #1065 )
2024-10-22 15:44:08 -07:00
madroid
d1d480867b
LoRA: update tools datasets docs ( #1063 )
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* LoRA: update tools datasets docs
* nits
* nits
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-10-22 12:19:11 -07:00
Awni Hannun
66e7bcb886
override dtype with quant ( #1062 )
2024-10-22 09:56:45 -07:00
aronson
743763bc2e
Handle empty string case in maybe_trim_space ( #1055 )
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* Handle empty string case in maybe_trim_space
* nit
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-10-20 20:46:43 -07:00
madroid
f491d473a3
FLUX: Optimize dataset loading logic ( #1038 )
2024-10-15 10:37:45 -07:00
Zak B. Elep
3d62b058a4
fix: typo on flux model preloading ( #1050 )
2024-10-15 09:13:01 -07:00
madroid
bbd2003047
FLUX: update README.md ( #1036 )
2024-10-14 11:21:41 -07:00
Awni Hannun
605c4854f1
Prompt caching in mlx_lm.server ( #1026 )
...
* caching in server
* nits
* fix tests
* don't throw if no metal
* comments
2024-10-14 10:57:22 -07:00
Awni Hannun
8dca1a2f60
Tokenizer updates + tests ( #1024 )
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* tokenizer updates + tests
* nit
* add can_trim_prompt_cache
* nits
2024-10-14 10:48:46 -07:00
Awni Hannun
6c368f2124
bump mac tests to use py39 ( #1047 )
2024-10-14 10:40:36 -07:00
Awni Hannun
c799133998
Make llm async eval less brittle ( #1040 )
...
* Make llm async eval less brittle
* nit
2024-10-14 10:25:24 -07:00
Seitaro Sugawara
1e0cda68c6
Update README.md ( #1045 )
...
* Update README.md
A small typo was fixed in the musicgen README.md.
* Update musicgen/README.md
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-10-14 06:21:25 -07:00
Shunta Saito
7612c646f3
Fix PLaMo model to support Grouped Query Attention ( #1037 )
2024-10-12 15:26:50 -07:00
Ivan Fioravanti
d8611dd69f
Small typo fixed in flux README.md ( #1035 )
2024-10-12 06:14:01 -07:00
Angelos Katharopoulos
a5f2bab070
Add FLUX finetuning ( #1028 )
2024-10-11 21:17:41 -07:00
Alex Barron
d72fdeb4ee
MusicGen ( #1020 )
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* Add MusicGen model
* add benchmarks
* change to from_pretrained
* symlinks
* add readme and requirements
* fix readme
* readme
2024-10-11 10:16:20 -07:00
Awni Hannun
4360e7ccec
clear cache during prompt processing ( #1027 )
2024-10-09 16:48:32 -07:00
Awni Hannun
b7373cb44f
fix long prompt generations ( #1023 )
2024-10-09 11:09:36 -07:00
Awni Hannun
fca087be49
More cache improvements ( #1015 )
...
* fix rotating kv cache for chat use case
* reorg + fixes to caching, unify prompt caching across types and use cases for e.g. caching during a chat
* nit in chat
* fix tests
* fix tests
* fix tests
* docs
* chat command
* comments + docs
* Define meta_state on all Cache implementations
* fixes + trim_prompt_cache api
* fix default model
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-10-07 20:45:51 -07:00
Awni Hannun
9bc53fc210
convert ( #1006 )
2024-10-02 13:13:33 -07:00
madroid
36c1d8e8dc
Server: support function calling ( #1003 )
2024-10-02 12:36:07 -07:00
nathan
0866e23a67
repetiton_penalty and logits_bias just using logits_processors ( #1004 )
...
* refactor of repetition_penalty and logits_bias to use logits_processor
* nits
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-30 08:49:03 -07:00
Zai Thottakath
418d9a5511
Feature: QDoRA ( #891 )
...
* feat: QDoRA with tests and a small bug fix for recalculation of self.m
* some simplifications and fixes
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-30 08:01:11 -07:00
madroid
aa1c8abdc6
LoRA: Support HuggingFace dataset via data parameter ( #996 )
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* LoRA: support huggingface dataset via `data` argument
* LoRA: Extract the load_custom_hf_dataset function
* LoRA: split small functions
* fix spelling errors
* handle load hf dataset error
* fix pre-commit lint
* update data argument help
* nits and doc
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-30 07:36:21 -07:00
