Commit Graph

261 Commits

Author SHA1 Message Date
Mitchell Wortsman
7f87ba83ee cleaning and refactor 2023-04-01 18:46:04 +00:00
Tim Dettmers
c4cfe4fbdd Added bf16 Adam. 2023-04-01 10:33:03 -07:00
Tim Dettmers
a13a522c4c Added first triton test. 2023-03-31 11:20:54 -07:00
Tim Dettmers
8645d1f71c Added normal quant. 2023-03-29 18:41:37 -07:00
Mitchell Wortsman
5f3d9ada8d triton-v1 2023-03-29 06:47:08 +00:00
Tim Dettmers
69810521d3 Some small changes. 2023-03-27 09:12:57 -07:00
Mitchell Wortsman
51f8bb7133 pre-triton update 2023-03-24 05:44:42 +00:00
Ji Lin
b6383ba116 fix a bug in quantize_no_absmax and dequantize_no_absmax with multiple gpus 2023-03-22 22:14:57 -04:00
Severin Gsponer
c4866ab06e Fix #157; Add XDG_GREETER_DATA_DIR to ignorelist 2023-03-11 15:35:23 +01:00
Phil Wang
19b9ef34b9 whoops 2023-03-10 08:59:49 -08:00
Phil Wang
c99b44f774 do the epsilon beta2 switcharoo within the cuda code, and not within the python class (so that the state dict still makes sense) 2023-03-10 08:57:59 -08:00
Phil Wang
c83888aa1a use epsilon as beta2 for lion, complete most of the logic in kernel.cu for all functions 2023-03-09 11:54:54 -08:00
Phil Wang
cb4c3c8c66 do a bunch of typical bookkeeping before getting to main lion logic 2023-03-09 10:10:19 -08:00
Phil Wang
d43ea9722c make sure interface is correct 2023-03-09 09:45:33 -08:00
Phil Wang
7247cb4554 initial commit, slowly work from interface into the kernel 2023-03-09 08:08:46 -08:00
Artidoro Pagnoni
6c31a5fe99 t5 model fix 2023-02-27 14:23:21 -08:00
Max Ryabinin
24609b66af Reduce diff 2023-02-25 06:24:58 +01:00
Max Ryabinin
d15822a54b Refactor _tile_indices into a cached property, fix device bug 2023-02-25 06:23:07 +01:00
Max Ryabinin
cc608c04c2 Revert the layout if weights were reordered 2023-02-25 06:02:06 +01:00
Max Ryabinin
cd4d904a4c Raise an error when loading a quantized checkpoint before quantization 2023-02-25 06:01:34 +01:00
Tim Dettmers
9851a10b46 Added cast to fp4 layer for speed. 2023-02-24 10:17:57 -08:00
Mitchell Wortsman
75377d125e new experiments 2023-02-24 00:10:15 +00:00
Tim Dettmers
5d2e23e8d6 Merge branch 'fp8sim' of github.com:TimDettmers/bitsandbytes into fp8sim 2023-02-23 10:56:49 -08:00
Tim Dettmers
c5c38ca19c Added matmul_mixed. 2023-02-23 10:45:18 -08:00
Mitchell Wortsman
3fbf60ad83 sim now worse than real 2023-02-23 08:27:15 +00:00
Max Ryabinin
58b09ee1b1 [WIP] Implement proper serialization of Linear8bitLt 2023-02-21 12:04:47 +01:00
Mitchell Wortsman
7b764d3569 adding half() cast 2023-02-21 03:53:44 +00:00
Tim Dettmers
2489d819c5 Added more blocksizes for stochastic rounding; fixed dequant blocksize. 2023-02-14 13:55:17 -08:00
Tim Dettmers
c93a90d075 Fixed FP4 import and data type conversion in backward. 2023-02-14 13:31:39 -08:00
Tim Dettmers
2dfa3ce16d Fixed LinearFP8 and added tests. 2023-02-13 17:48:52 -08:00
Tim Dettmers
fa255cbc56 Added missing import. 2023-02-13 17:29:39 -08:00
Tim Dettmers
ca3236587a Added forward/backward tests; removed bias. 2023-02-13 17:20:52 -08:00
Tim Dettmers
6bdb6c351e Added fp8 simulation layer. 2023-02-13 16:53:07 -08:00
Tim Dettmers
c0c352b379 Added bias test for LinearFP4 and basic test. 2023-02-05 06:29:52 -08:00
Tim Dettmers
c361f84239 Fixed matmul_fp4 transpose. 2023-02-05 06:16:56 -08:00
Tim Dettmers
cfe4705e32 Added matmul_fp4 to the benchmark. 2023-02-04 22:00:04 -08:00
Tim Dettmers
13c0a4dc5d Backward matmul_fp4 passes. 2023-02-04 21:35:43 -08:00
Tim Dettmers
160a83580d Forward matmul_fp4 tests pass. 2023-02-04 21:11:21 -08:00
Tim Dettmers
3ac5840c03 Added fp4 quant/dequant and dequant optimizations. 2023-02-04 14:52:04 -08:00
Kashif Rasul
c52365ac1d
Merge branch 'main' into patch-1 2023-02-03 09:01:48 +01:00
Tim Dettmers
0f5c394870 Added version 0.37.0. 2023-02-01 20:27:01 -08:00
Tim Dettmers
de53588934 Added Int8 matmul support for all GPUs. Full backward support. 2023-02-01 20:09:31 -08:00
Tim Dettmers
c9f505064e Added outlier detector and fake quantization layer. 2023-01-28 17:05:22 -08:00
Kashif Rasul
59bf8fcff2
fix CUDASetup call 2023-01-04 17:47:18 +01:00
Kashif Rasul
792f6213a7
Fix for python 3.7 2023-01-04 17:38:33 +01:00
Tim Dettmers
1341fb44ad Fixed issue where the CUDA SETUP was not printed. 2023-01-04 03:50:53 -08:00
Tim Dettmers
b3de19218e Added error message for unexpected CUDA exception. 2023-01-03 06:57:07 -08:00
Tim Dettmers
81990491ff
Merge pull request #113 from Borzik/fix-warnings
Import missing warn function
2023-01-03 15:46:58 +01:00
Tim Dettmers
9180b4cc11 Added additional error message for cudart error #85 2023-01-03 06:44:11 -08:00
Tim Dettmers
211ad594df Added error+instructions for unsupported CUDA 10.0 version #82 2023-01-03 06:07:35 -08:00
Felix Borzik
f3800bab75 import warn function 2023-01-03 13:23:34 +00:00
Tim Dettmers
9d353ca786
Merge pull request #87 from lostmsu/main
Add `device` and `dtype` parameters to `StableEmbedding`
2023-01-02 13:22:45 +01:00
Tim Dettmers
7a6563b6c8 Default to CPU library on CUDA error+small refactor. 2023-01-02 03:47:09 -08:00
Tim Dettmers
d9112dc55b
Merge pull request #110 from BlackHC/cublaslt_version
Improve cc version detection for cublaslt
2023-01-02 12:35:53 +01:00
Tim Dettmers
336e24696c CUDASetup only executed once + fixed circular import. 2023-01-02 03:31:43 -08:00
Tim Dettmers
be5cecb88f
Merge branch 'main' into main 2023-01-02 11:23:17 +01:00
Tim Dettmers
c91f592ad7
Merge branch 'main' into cleanup 2023-01-02 11:19:16 +01:00
blackhc
ed17aa9a31 Don't mark it as failure though. 2022-12-29 23:50:48 +00:00
blackhc
7b39a5511d Fix issue #97 2022-12-29 23:47:21 +00:00
Tim Dettmers
c059bd2848 Added additional blocksizes: {64, 128, 256}. 2022-11-20 14:18:15 -08:00
Tim Dettmers
eb028e6ebc Fixed k-bit quantization maps. 2022-11-19 07:24:03 -08:00
Tom Aarsen
b104ce3b62
Merge branch 'main' into cleanup 2022-11-17 15:22:29 +01:00
Tim Dettmers
08fa2e7b01 Fixed bug in cpu quant; faster GPU dequant. 2022-11-07 18:06:18 -08:00
Tim Dettmers
62a333ac40 Added pre/post calls do quantize_blockwise. 2022-11-06 17:17:51 -08:00
Tim Dettmers
e0e697b150 Fixed blockwise test and logic. 2022-11-06 16:36:31 -08:00
Tim Dettmers
6bc2b992be Added blocksizes 2048, 1024, and 512 to blockwise quant. 2022-11-06 16:27:48 -08:00
Tim Dettmers
2f2063bac2 Added k<256 quantile estimate. 2022-11-06 13:05:25 -08:00
Tim Dettmers
98cbc4bc4f Added k-bit fp8 map. 2022-11-06 11:59:37 -08:00
Tim Dettmers
caf1832526 Added k-bit linear quantization. 2022-11-06 11:47:54 -08:00
Victor Nova
62d39a237c
add device and dtype parameters to StableEmbedding 2022-11-04 14:12:46 -07:00
Tim Dettmers
1efb87d89d Added FP8 quantization map. 2022-11-03 19:49:50 -07:00
Tom Aarsen
62c0bd2278 Fix several typos in logging and comments
Via codespell
2022-11-01 09:53:47 +01:00
Tom Aarsen
d504050ff7 Call isort over cuda_setup/main.py 2022-11-01 09:46:03 +01:00
Tom Aarsen
30f28b94a0
Merge branch 'main' into cleanup 2022-11-01 09:43:49 +01:00
Tim Dettmers
8d87c0b852 Fixed CUDA setup bugs, including #81. 2022-10-31 18:04:49 -07:00
adpkadspokasdk
8724c990c7 allow hiding of the welcome message 2022-10-27 16:04:49 -06:00
Tim Dettmers
4844aef4ff Fixing bad error when GPU was not detected for #73. 2022-10-27 08:54:30 -07:00
Tom Aarsen
c6dad28a08 Remove extraneous get_ptr calls 2022-10-27 13:53:16 +02:00
Tom Aarsen
7727fa4c8c Remove f-prefix from strings that don't use formatting 2022-10-27 13:36:39 +02:00
Tom Aarsen
54bd6ed1d6 Remove unused imports 2022-10-27 13:32:01 +02:00
Tom Aarsen
ef70f2adcd Fix bad indentation 2022-10-27 13:27:18 +02:00
Tom Aarsen
697bd02c60 Resolve dangerous default value [] as argument 2022-10-27 13:25:51 +02:00
Tom Aarsen
b5cf706341 Removing unnecessary else's 2022-10-27 13:25:07 +02:00
Tom Aarsen
4a05df34c2 Fix critical bug in PytorchLARS().step: Undefined variable 2022-10-27 13:19:09 +02:00
Tom Aarsen
f6978ae2a2 Fix critical bug in histogram_scatter_add_2d: Undefined variable 2022-10-27 13:16:53 +02:00
Tom Aarsen
7a3c9af05d Sort imports
Via isort
2022-10-27 13:15:21 +02:00
Tom Aarsen
0b078403ee Simplify statements into equivalent, modern variants
via pyupgrade --py37-plus. The changes e.g. are subclassing from object, calling super() with super(ThisClass, self), or old-style syntax formatting.
2022-10-27 13:14:13 +02:00
Tom Aarsen
1eec77d34c Remove trailing whitespace & ensure newline at EOF 2022-10-27 13:11:29 +02:00
Tom Aarsen
31f6689504 Remove references to unused cli 2022-10-27 13:10:32 +02:00
Tom Aarsen
4faf6cb7e9 Replace seemingly incorrect use of CUDA_RUNTIME_LIB 2022-10-26 09:43:57 +02:00
Tom Aarsen
c584482f1f Resolve cases of CUDASetup.get_instance not being called when used 2022-10-26 09:37:16 +02:00
Tim Dettmers
a371be302d Added CUDA SETUP instruction generator. 2022-10-25 08:01:19 -07:00
Tim Dettmers
df86625a93 Isolated CUDASetup logging; all tests green. 2022-10-24 11:54:25 -07:00
Tim Dettmers
ed2e3b9db4
Merge pull request #36 from tomaarsen/hotfix/os_error_name_too_long
Fixes `OSError: File name too long` when environment variable is too long
2022-10-09 16:47:11 -07:00
Tim Dettmers
76699b4a8d
Merge pull request #37 from tomaarsen/hotfix/colab_just_cpu
Perform check using implicit list length
2022-10-09 16:43:58 -07:00
Tim Dettmers
9b7d307b8c review 2022-09-20 06:36:32 +03:00
justheuristic
5d65817101 debug 2022-09-18 01:09:24 +03:00
justheuristic
4da2227fcb debug 2022-09-18 01:03:21 +03:00
justheuristic
4b4a9effd1 debugprint 2022-09-18 01:02:13 +03:00
justheuristic
7906dc4c9a debugpritn 2022-09-18 00:57:26 +03:00