zhangyiss/mlx
1
0
Fork 0
mirror of https://github.com/ml-explore/mlx.git synced 2025-06-27 03:11:16 +08:00
Code Issues Actions Packages Projects Releases Wiki Activity
1,185 Commits 36 Branches 64 Tags 247 MiB
7c4eb5d03e
Commit Graph

203 Commits

Author SHA1 Message Date
Hazem Essam
e3b8da2a49
Added implementation for Scaled RoPE. (#261) 
* Added scale for RoPE

* Ran pre-commit

* Added RoPE scaling test

* Added docstring for scale parameter

* Modified docstrings
 2023-12-31 06:06:01 -08:00
Nripesh Niketan
5ad8fb7268
feat: add softsign, softmax, hardswish, logsoftmax activation function (#309) 
* feat: add softsign activation function

* run pre-commit

* Add Softsign activation function

* Add Softsign activation function

* Add documentation for ReLU6, Softplus, and Softsign activations

* Update activation functions in neural network layers

* Add LogSoftmax and Hardswish activations

* run pre-commit

* Update activations.py

* Added acknowledgements

* Fix activation function comments

* Fix activation functions in neural network layers
 2023-12-29 11:49:36 -08:00
Chunyang Wen
2aedf3e791
Minor refactor for tree_map and tree_unflatten (#311) 
* Minor refact for tree_map and tree_unflatten

* Remove the if statement

---------

Co-authored-by: Chunyang Wen <chunyang_wen@apple.com>
 2023-12-28 20:55:10 -08:00
Chunyang Wen
473b6b43b4
Use defaultdict (#307) 
Co-authored-by: Chunyang Wen <chunyang_wen@apple.com>
 2023-12-28 14:46:13 -08:00
Angelos Katharopoulos
d29770eeaa
Update batchnorm to have the running stats in parameters (#305) 2023-12-28 14:31:10 -08:00
Chunyang Wen
040c3bafab
Add missing f str (#306) 
Co-authored-by: Chunyang Wen <chunyang_wen@apple.com>
 2023-12-28 06:09:34 -08:00
Chunyang Wen
05767b026f
Add information for dropout probability (#304) 
Co-authored-by: Chunyang Wen <chunyang_wen@apple.com>
 2023-12-27 21:51:30 -08:00
YUN, Junwoo
4417e37ede
Transformer fix (#167) 
* add transformer with dropout, fix transformer ffm, layernorm order

* precommit changes

* precommit changes

* add docstring, activation, norm_first

* run precommit

* run precommit

* add doctstring

* precommit

* style nits in docs

---------

Co-authored-by: junwoo-yun <junwoo.yun@bagelcode.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-27 08:48:36 -08:00
__mo_san__
a123c3c7d2
implement-batch-norm-layer (#217) 
- Add batch normalization layer

---------

Co-authored-by: Robert McCraith <mccraithrobert@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-25 07:32:53 -08:00
Zach Schillaci
22fee5a383
Remove redundant assert in losses.py (#281) 2023-12-24 08:39:08 -08:00
Vidit Agarwal
acf1721b98
Corrected the example of value_and_grad (#274) 
* Corrected the example for mx.value_and_grad

* Reformat through pre-commit/black
 2023-12-23 11:06:38 -08:00
Nicholas Santavas
d35fa1db41
Add Hinge, Huber and LogCosh losses (#199) 2023-12-22 10:28:10 -08:00
Justin Deschenaux
e8deca84e0
Add dropout2d (#250) 2023-12-22 08:02:29 -08:00
Hazem Essam
0aa65c7a6b
Added ALiBi implementation (#232) 2023-12-21 14:36:38 -08:00
Angelos Katharopoulos
b3916cbf2b
Improve names of quantization arguments (#235) 
* Change the default quantization group_size to 64
* Rename groups to group_size and width to bits
 2023-12-20 16:53:53 -08:00
Angelos Katharopoulos
57fe918cf8
Adds C++ and nn quantization utilities (#230) 
* Add C++ de-/quantize ops
* Add quantize functions to the docs and tests
* Add a QuantizedLinear module
 2023-12-20 14:17:38 -08:00
Justin Deschenaux
4912ff3ec2
Add Lion optimizer (#209) 
* Add Lion optimizer
* Update acknowledgements also with past contributions
 2023-12-20 13:54:58 -08:00
Emircan Erol
e549f84532
Triplet Loss (#211) 
* Triplet Loss

* Requested Changes

* Margin to alpha
 2023-12-19 12:37:12 -08:00
Juarez Bochi
f4f6e17d45
Fix cross-attention (#210) 
* Fix cross-attention

With the current code, ln2 is a no-op. Its output should be passed to the cross-attention layer

* Add name to contributors
 2023-12-18 12:27:27 -08:00
jojopuppet
18cca64c81
Add smoothed L1 loss and enhancements to cross entropy loss (#166) 
* Add smooth_l1_loss
* Add labels moothing for cross entropy loss

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-18 07:26:21 -08:00
Awni Hannun
ee0c2835c5
Docs updates (#198) 
Reorganize NN docs + a few other tidbits.
 2023-12-17 13:20:55 -08:00
YUN, Junwoo
eebd7c275d
Add optimizers (AdaMax, AdaDelta, RMSprop) and ordering optimizer classes (#142) 
* Add AdaMax, AdaDelta, RMSprop
 2023-12-16 21:43:15 -08:00
Awni Hannun
2e02acdc83
add base kwarg to rope (#186) 2023-12-15 16:47:59 -08:00
Víctor Aguilar
f24200db2c
accross -> across (#183) 2023-12-15 13:46:50 -08:00
Awni Hannun
25f70d4ca4
Fix divide types + floor divide (//) (#138) 
* divide types

* fix black + test
 2023-12-11 20:20:58 -08:00
Diogo
02de234ef0
Activations LeakyReLU / PReLU / Softplus / Mish (#109) 
* Leaky_relu / prelu / softplus / mish

* added tests

* updated bench

* remove torch refs, add init to PReLU

* added arvix reference to mish

* added missing docs
 2023-12-11 19:40:57 -08:00
Nicholas Santavas
f5df47ec6e
Add Step, ELU, SELU, Swish activation functions (#117) 
* Add Step, ELU, SELU, Swish activation functions

This commit adds the Step, ELU, SELU and Swish activations functions

* add to the docs

* review
 2023-12-11 17:04:07 -08:00
Awni Hannun
69505b4e9b
fixes (#131) 2023-12-11 09:26:49 -08:00
__mo_san__
f4ddd7dc44
Add Binary Cross Entropy loss (#122) 
* update BCE added tests for it ...

* added binary cross entropy loss to docs

* resolving conflicts for merge
 2023-12-11 07:55:18 -08:00
Jason
b0cd092b7f
Added activation functions: leaky_relu relu6 softplus elu celu logsigmoid (#108) 
* added leaky_relu relu6 softplus elu celu logsigmoid
* minor fixes for docstring and benchmark imports
* fixed elu implementation and added tests
* added tests for optional param, changed leaky_relu param to fit pytorch documentation
 2023-12-10 16:31:38 -08:00
Awni Hannun
71d1fff90a
Bug fix in metal binary kernel dispatch for large arrays (#125) 
* bug fix

* format
 2023-12-10 16:12:31 -08:00
Awni Hannun
2d0130f80f
fix loss tests (#118) 
* fix loss tests

* use none as default
 2023-12-10 10:08:19 -08:00
__mo_san__
c1e1c1443f
Added Adagrad optimizer (#102) 2023-12-10 09:22:39 -08:00
Henry Ansah
68bf1d7867
add nn module for sigmoid activation (#111) 
* add nn module for sigmoid activation

* update .gitignore with .cache folder generated by jetbrains fleet ide

* remove .cache folder
 2023-12-10 07:00:39 -08:00
Angelos Katharopoulos
600db7d754
Fix build on Xcode 14 (#116) 
* Fix build on Xcode 14

* Style fixes
 2023-12-10 06:58:52 -08:00
__mo_san__
ef7b8756c0
Add tanh activation function (#115) 
* added Adagrad optimizer ...

* added Tanh activation function ...

* reformatted file ...

* remove unrelated stuff ...

* Update activations.py
 2023-12-09 19:25:38 -08:00
Enoch Kan
0b28399638
added mse_loss, nll_loss and kl_div_loss (#98) 
* added mse_loss, nll_loss and kl_div_loss

* fixed axis not defined error in nll_loss

* fixed axis not defined in kl_div_loss

* added tests for mse, nll and kl_div

* modified docstrings and added reduce helper func

* updated docstring in kl_div_loss and moved helper func

* added new kl divergence implementation

* added reduction to test

* updated docstring of kl_div_loss with correct spelling

* added losses to nn.rst in docs
 2023-12-09 14:25:03 -08:00
Joe Barrow
ac6dc5d3eb
Adding optional bias param to MultiHeadAttention (#104) 
* Adding optional  param to

* Run style-checker
 2023-12-09 11:04:28 -08:00
Awni Hannun
2520dbcf0a
add losses to the docs, fix black failur (#92) 2023-12-09 06:06:52 -08:00
Abe Leininger
430bfb4944
Adds Nesterov momentum to SGD (#87) 2023-12-08 23:23:36 -08:00
Kai Ma
cb9e585b8e
Style fix for loss functions (#91) 
* MLE and L1 loss functions

* logsoftmax change and tests

* subtract max logit for numerical stability

* l1 name change

* cross entropy reduction + unit tests

* docstrings

* l1 test name change

* old loss impl + default none

* style
 2023-12-08 21:11:56 -08:00
Kai Ma
641d316484
MLE and L1 loss functions (#88) 
* MLE and L1 loss functions

* logsoftmax change and tests

* subtract max logit for numerical stability

* l1 name change

* cross entropy reduction + unit tests

* docstrings

* l1 test name change

* old loss impl + default none
 2023-12-08 20:21:37 -08:00
Joe Barrow
69a24e6a1e
AdamW implementation (#72) 
* AdamW implementation without bias correction
* Makes use of the underlying Adam implementation
 2023-12-08 14:45:34 -08:00
Zach Schillaci
5b9be57ac3
Add isort pre-commit and run (#68) 2023-12-08 11:31:47 -08:00
Zach Schillaci
d11d77e581
Spelling fixes in transformer.py (#59) 2023-12-07 13:32:09 -08:00
rushyam
2e126aeb7e
Feature Addition: Encoder-Decoder Transformer Architecture (#50) 
* Implemented decoder-transformer-layer, decoder-transformer  and introduce encoder-decoder transformer

* added relu layer

* add src, tgt, memory mask

---------

Co-authored-by: rushyam <rushyam@rushyams-MacBook-Air.local>
 2023-12-07 07:37:36 -08:00
Jagrit Digani
2440fe0124
NPY loading segfault bug (#34) 
* Fixed Gil semantics in loading and saving from python file streams
 2023-12-06 12:03:47 -08:00
Markus Enzweiler
2ffaee0c0d
Updated default argument for stride to 1 in Conv2d() in the docstring (#22) 2023-12-06 07:17:58 -08:00
Awni Hannun
db487e6b1a format 2023-11-30 11:50:50 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Jagrit Digani
e6306cfee9 jagrit's commit files 2023-11-29 10:52:08 -08:00
Angelos Katharopoulos
d1f86272a2 angelos's commit files 2023-11-29 10:42:59 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00