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c6440416a2
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43 Commits

Author SHA1 Message Date
Awni Hannun
c6440416a2
Mlx llm package (#301) 
* fix converter

* add recursive files

* remove gitignore

* remove gitignore

* add packages properly

* read me update

* remove dup readme

* relative

* fix convert

* fix community name

* fix url

* version
 2024-01-12 10:25:56 -08:00
Anchen
6217d7acd0
Delete llms/hf_llm/models/.gitignore (#300) 2024-01-11 16:56:50 -08:00
Anchen
a2402116ae
refactor(hf_llm): moving phi2 example into hf_llm (#293) 
* refactor: moving phi2 example into hf_llm

* chore: clean up

* chore: update phi2 model args so it can load args from config

* fix phi2 + nits + readme

* allow any HF repo, update README

* fix bug in llama

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-11 12:29:12 -08:00
Anchen
7380ebfb0d
fix: undefined hf_path (#292) 2024-01-11 05:53:52 -08:00
Konstantin Kerekovski
047d4650c4
Add -local flag to llms/hf_llm/convert.py for reading source HF models from filesystem. (#260) 
* * Add --local flag for reading models from filesystem and related code for doing so
* Disable uploading to huggingface if --local flag is set

* Remove code related to .bin files and merge fetch_from_local and fetch_from_hub into one function.

* Update llms/hf_llm/convert.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* format / nits

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-10 19:53:01 -08:00
Alwin Arrasyid
2bbe9d3bd8
fix use of args in generate function (#284) 2024-01-10 08:09:21 -08:00
Awni Hannun
7b258f33ac
Move lora example to use the same model format / conversion as hf_llm (#252) 
* huffing face the lora example to allow more models

* fixes

* comments

* more readme nits

* fusion + works better for qlora

* nits'

* comments
 2024-01-09 11:14:52 -08:00
Alwin Arrasyid
6e6eff326e
fix: use of undefined args in generate function in phi-2 example (#265) 2024-01-09 06:43:59 -08:00
Anchen
6e5b0de4d3
refactor: make the phi2 example can be directly load the model from hf without convert needed (#253) 
* refactor: make the phi2 example can be directly load the model from hf without convert needed

* chore: add super().__init__() for all module, otherwise will cause error in lora
 2024-01-08 06:01:23 -08:00
Nino Risteski
9742ad0f51
Update README.md (#248) 
fixed a few typos
 2024-01-07 20:13:58 -08:00
Nino Risteski
b152d12d7b
Update README.md (#243) 
a few typos
 2024-01-06 11:44:49 -08:00
Anchen
758f05c09a
refactor: merge deepseek coder example into hf_llm example (#234) 
* refactor: merge deepseek coder example into hf_llm example

* remove deepseek example

* chore: fix format in readme

* chore: remove default rope_scaling dict and use get to access type and factor to avoid key error

* Update llms/hf_llm/models.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* chore: fix lint

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
 2024-01-06 07:53:46 -08:00
Awni Hannun
cf0ad26a89
force fp16 for quantized models (#240) 2024-01-05 21:29:15 -08:00
Awni Hannun
37b41cec60
Qlora (#219) 
qlora
 2024-01-04 21:05:59 -08:00
Christian Bieniak
4fa659acbd
Handle receiving 0 tokens gracefully (#231) 
* handle 0 tokens gracefully

* Formatting

* Move no token check to statistics section
 2024-01-04 19:14:13 -08:00
Andy Peatling
12c9bafbf5
Update README.md to fix --hf-model param call. (#229) 
Update `--hf-model` to `--hf-path` since the `--hf-model` param does not exist in convert.py.
 2024-01-04 11:53:51 -08:00
Awni Hannun
e14afb3e77
fix to use actual prompt (#227) 2024-01-04 11:12:05 -08:00
Vaibhav Srivastav
f95cf30a31
Fix upload to hub for HF LLMs conversion script. (#221) 
* Fix upload to hub snippet.

* Weights -> model.

* reverting last commit.
 2024-01-04 06:06:05 -08:00
Awni Hannun
a5d6d0436c
Support Hugging Face models (#215) 
* support hf direct models
 2024-01-03 15:13:26 -08:00
Daniel Strobusch
1d09c4fecd
keep dtype on model conversion (#186) 2024-01-02 11:20:29 -08:00
Daniel Strobusch
85258b2be7
make parameter naming consistent with other examples. (#214) 2024-01-02 08:18:12 -08:00
Anchen
e632d7aaaa
fix: deepseek coder tokenizer error (#211) 2024-01-01 06:10:37 -08:00
Anchen
ee3c44d231
chore: make the Deepseek example compatible with Yi models. (#205) 
* Update convert.py

* Update convert.py

* Update deepseek_coder.py
 2023-12-30 06:11:33 -08:00
Anchen
1cdbf9e886
chore: fix the load quantization model for deepseek coder (#203) 
* chore: fix the load quantization model

* change to explicitly check for quantization config
 2023-12-29 05:25:38 -08:00
Anchen
31ddbd7806
add deepseek coder example (#172) 
* feat: add example for deepseek coder

* chore: remove hardcoded rope_scaling_factor

* feat: add quantization support

* chore: update readme

* chore: clean up the rope scalling factor param in create cos sin theta

* feat: add repetition_penalty

* style /consistency changes to ease future integration

* nits in README

* one more typo

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-28 21:42:22 -08:00
Benjamin Anderson
09566c7257
add speculative decoding example for llama (#149) 
* speculative decoding

* add sample 0

* spec decode gives same results as regular decode

* rebase

* use accept reject criteria

* switch to t5

* update readme

* readme nit

* nits

* nits

* nits

---------

Co-authored-by: Benjamin Anderson <benjamin@Benjamins-MBP.lan>
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-28 15:20:43 -08:00
Sunbir Gill
78d207fe27
Fix generate example in README (#197) 2023-12-27 13:11:10 -08:00
Sushant
a516f4635d
Fixed the return type for the __call__ method in Attention (#190) 2023-12-26 09:32:43 -08:00
Daniel Strobusch
2bd20ef0e0
shard llama model after conversion and unshard on loading (#174) 2023-12-25 11:19:43 -08:00
Yifan
738448c2d4
QWEN: Fix unsupported ScalarType BFloat16 (#187) 
Fix unsupported ScalarType BFloat16.
 2023-12-25 06:10:01 -08:00
devonthomas35
939086e6a3
Mixtral: Stop at EOS token (#183) 
* Stop at EOS token

* Precommit format files

* Fix precommit hooks

* Fix precommit hooks
 2023-12-23 21:25:42 -08:00
Daniel Strobusch
848f118ac5
use non-zero exit code on error (#177) 2023-12-23 07:10:13 -08:00
Daniel Strobusch
092e87211e
fix bad convert parameter (#178) 2023-12-23 07:09:49 -08:00
Alvaro Bartolome
f4709cb807
Align CLI args and some smaller fixes (#167) 
* Add `.DS_Store` files to `.gitignore`

* Fix variable naming of `config` in `mixtral/convert.py`

* Align CLI args and minor fixes

* standardize

* one more

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-22 14:34:32 -08:00
Vaibhav Srivastav
0eaa323c10
Fix conversion + inference errors. - Mistral (#176) 
* Fix conversion + inference errors.

* wire rope_theta throuugh to nn.RoPE

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-22 14:10:25 -08:00
Todsaporn Banjerdkit
7ae445f6c7
feat: add mistral tps (#173) 
* feat: add mistral tps

* eval params before timing + format

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-22 07:55:57 -08:00
Awni Hannun
3cf436b529
Quantize example (#162) 
* testing quantization

* conversion + quantization working

* one config processor

* quantization in mistral / nits in llama

* args for quantization

* llama / mistral conversion in good shape

* phi2 quantized

* mixtral

* qwen conversion
 2023-12-21 12:59:37 -08:00
Deven Mistry
6c574dbecf
update path to load weights (#164) 2023-12-21 06:31:17 -08:00
Daniel Strobusch
43b6522af2
rename --model_path to --model-path (#151) 
use same argument convention for mistral/mixtral as for llama convert.
 2023-12-21 06:28:57 -08:00
Deven Mistry
3efb1cc2cc
fix typo in readme (#163) 2023-12-20 19:47:41 -08:00
Pedro Cuenca
ce30cc3d8f
Use config.json in llama (#159) 
* Use config.json in llama

* Fix pop

* Fix convert

* Typo
 2023-12-20 10:34:44 -08:00
Awni Hannun
27c0a8c002
Add llms subdir + update README (#145) 
* add llms subdir + update README

* nits

* use same pre-commit as mlx

* update readmes a bit

* format
 2023-12-20 10:22:25 -08:00
Junyi Mei
62b455f801
Add Qwen example (#134) 
* Add qwen model draft

* Add readme and requirements for qwen example

* Add model and tokenizer options

* Fix convert and tokenizer

* some updates / style consistency

* move to llm subdir

* readme nit

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-19 13:06:19 -08:00