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Author SHA1 Message Date
Markus Enzweiler
2b61d9deb6
Updated CIFAR-10 ResNet example to use BatchNorm instead of LayerNorm (#257) 
* replaced nn.LayerNorm by nn.BatchNorm

* mlx>=0.0.8 required

* updated default to 30 epochs instead of 100

* updated README after adding BatchNorm

* requires mlx>=0.0.9

* updated README.md with results for mlx-0.0.9
 2024-01-12 05:43:11 -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
Anjor Kanekar
e74889d0fa
prompt parameter (#291) 2024-01-11 06:04:57 -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
Awni Hannun
80d18671ad
[Lora] Fix generate (#282) 
* fix generate

* update readme, fix test, better default

* nits

* typo
 2024-01-10 16:13:06 -08:00
Rishi Narang
a2bc8426f2
Update txt2image.py (#285) 
added np alias
 2024-01-10 09:31:59 -08:00
Alwin Arrasyid
2bbe9d3bd8
fix use of args in generate function (#284) 2024-01-10 08:09:21 -08:00
Vaibhav Srivastav
44f86092ea
Fix Tokenizer save error. (#278) 2024-01-10 05:49:32 -08:00
Awni Hannun
841c8f7b30
fix max tokens (#275) 2024-01-09 21:41:12 -08:00
Anchen
7cfda327fd
fix(lora): tokenizer return incompatible mx array (#271) 
* fix(lora): tokenizer return incompatible encodeing mx array

* add readme nit

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-09 19:46:38 -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
Awni Hannun
bbd7172eef
Some fixes / cleanup for BERT example (#269) 
* some fixes/cleaning for bert + test

* nit
 2024-01-09 08:44:51 -08:00
Awni Hannun
6759dfddf1
Fix SD image conversion (#266) 2024-01-09 08:41:31 -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
Vaibhav Srivastav
bb35e878cb
[Whisper] Add load from Hub. (#255) 
* Add load from Hub.

* Up.
 2024-01-08 06:20:00 -08:00
Vaibhav Srivastav
d4c3a9cb54
[Whisper] Add HF Hub upload option. (#254) 
* Add HF Hub upload option.

* up.

* Add missing requirements.
 2024-01-08 06:18:24 -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
Awni Hannun
485fb9ac0f
quantize linear (#250) 2024-01-07 18:48:59 -08:00
Ikko Eltociear Ashimine
737b4c81a3
Update README.md (#251) 
minor fix
 2024-01-07 11:35:39 -08:00
bofeng huang
bf9926489e
[Whisper] Add word timestamps and confidence scores (#201) 
* Add word timestamps and confidence scores

* Create a separate forward_with_cross_qk function

* Move multiple ops from np to mlx, clean comments

* Save alignment_heads

* Cast qk to fp32

* Add test for word-level timestamps and confidence scores

* format + readme

* nit

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-07 10:01:29 -08:00
mc0ps
25ebd36112
Fix typo in lora convert.py (#245) 2024-01-07 03:30:30 -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
Lawrence Wu
37856f70a8
add numpy as a requirement to run lora.py (#238) 
* add numpy as a requirement to run lora.py

* removed unused imports
 2024-01-05 16:16:28 -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
bofeng huang
581a5733a1
[Whisper] Load customized MLX model & Quantization (#191) 
* Add option to load customized mlx model

* Add quantization

* Apply reviews

* Separate model conversion and loading

* Update test

* Fix benchmark

* Add notes about conversion

* Improve doc
 2023-12-29 10:22:15 -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
Angelos Katharopoulos
37fd2464dc
Add an image2image example in the stable diffusion (#198) 2023-12-28 18:31:45 -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
Dimo
07c163d9d9
[Whisper] Large-v3 requires 128 Mel frequency bins (#193) 
* Large-v3 requires 128 Mel frequency bins

* extract correct model dimensions and use argparse

* format

* format

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-28 13:50:35 -08:00
bofeng huang
e1e56a625b
Fix benchmark (#200) 2023-12-28 11:29:39 -08:00
Sunbir Gill
78d207fe27
Fix generate example in README (#197) 2023-12-27 13:11:10 -08:00
Jiří Moravčík
50fceb1a28
fix: Add numpy to CIFAR's requirements.txt (#192) 2023-12-26 15:18:59 -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