Tim Dettmers
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7dc198feb7
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Added 32-bit optimizer for bfloat16 gradients.
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2023-04-17 18:01:49 -07:00 |
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Tim Dettmers
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e9fa03b717
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Some fixed for loading PEFT modules with Params4bit.
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2023-04-07 09:59:21 -07:00 |
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Tim Dettmers
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1ccb7bdec6
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Fixed ParamsIn4 init; fixed PyTorch 2.0 test failure.
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2023-04-03 18:47:00 -07:00 |
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Tim Dettmers
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4ea489d3bf
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Refactor FP4 into 4Bit and integrate NF4 data type.
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2023-04-03 11:00:12 -07:00 |
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Tim Dettmers
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64cc05920d
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First draft of NF4.
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2023-04-02 16:10:35 -07:00 |
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Tim Dettmers
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4ad999d144
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Added quantization tree generation.
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2023-04-02 14:42:45 -07:00 |
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Tim Dettmers
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0d332a641f
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Added normal with extra value.
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2023-04-02 14:09:08 -07:00 |
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Tim Dettmers
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2dd5d69056
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Generalized FP4 data type.
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2023-04-02 12:42:01 -07:00 |
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Tim Dettmers
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51a21df728
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Added 8-bit compression to quantization statistics.
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2023-04-01 16:10:18 -07:00 |
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Tim Dettmers
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c4cfe4fbdd
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Added bf16 Adam.
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2023-04-01 10:33:03 -07:00 |
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Tim Dettmers
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8645d1f71c
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Added normal quant.
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2023-03-29 18:41:37 -07:00 |
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Tim Dettmers
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69810521d3
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Some small changes.
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2023-03-27 09:12:57 -07:00 |
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Tim Dettmers
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7f0773aede
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Added backprop test for Linear8bitLt and LinearFP4.
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2023-02-05 06:49:54 -08:00 |
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Tim Dettmers
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c0c352b379
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Added bias test for LinearFP4 and basic test.
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2023-02-05 06:29:52 -08:00 |
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Tim Dettmers
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c361f84239
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Fixed matmul_fp4 transpose.
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2023-02-05 06:16:56 -08:00 |
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Tim Dettmers
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cfe4705e32
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Added matmul_fp4 to the benchmark.
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2023-02-04 22:00:04 -08:00 |
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Tim Dettmers
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13c0a4dc5d
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Backward matmul_fp4 passes.
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2023-02-04 21:35:43 -08:00 |
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Tim Dettmers
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160a83580d
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Forward matmul_fp4 tests pass.
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2023-02-04 21:11:21 -08:00 |
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Tim Dettmers
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3ac5840c03
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Added fp4 quant/dequant and dequant optimizations.
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2023-02-04 14:52:04 -08:00 |
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Tim Dettmers
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de53588934
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Added Int8 matmul support for all GPUs. Full backward support.
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2023-02-01 20:09:31 -08:00 |
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Tim Dettmers
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336e24696c
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CUDASetup only executed once + fixed circular import.
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2023-01-02 03:31:43 -08:00 |
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Tim Dettmers
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c91f592ad7
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Merge branch 'main' into cleanup
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2023-01-02 11:19:16 +01:00 |
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Tim Dettmers
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eb028e6ebc
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Fixed k-bit quantization maps.
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2022-11-19 07:24:03 -08:00 |
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Tom Aarsen
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b104ce3b62
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Merge branch 'main' into cleanup
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2022-11-17 15:22:29 +01:00 |
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Tim Dettmers
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08fa2e7b01
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Fixed bug in cpu quant; faster GPU dequant.
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2022-11-07 18:06:18 -08:00 |
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Tim Dettmers
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e0e697b150
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Fixed blockwise test and logic.
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2022-11-06 16:36:31 -08:00 |
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Tim Dettmers
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6bc2b992be
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Added blocksizes 2048, 1024, and 512 to blockwise quant.
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2022-11-06 16:27:48 -08:00 |
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Tim Dettmers
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2f2063bac2
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Added k<256 quantile estimate.
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2022-11-06 13:05:25 -08:00 |
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Tim Dettmers
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98cbc4bc4f
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Added k-bit fp8 map.
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2022-11-06 11:59:37 -08:00 |
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Tim Dettmers
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caf1832526
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Added k-bit linear quantization.
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2022-11-06 11:47:54 -08:00 |
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Tim Dettmers
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1efb87d89d
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Added FP8 quantization map.
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2022-11-03 19:49:50 -07:00 |
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Tom Aarsen
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7a3c9af05d
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Sort imports
Via isort
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2022-10-27 13:15:21 +02:00 |
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Tom Aarsen
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0b078403ee
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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.
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2022-10-27 13:14:13 +02:00 |
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Tom Aarsen
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1eec77d34c
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Remove trailing whitespace & ensure newline at EOF
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2022-10-27 13:11:29 +02:00 |
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Tim Dettmers
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a371be302d
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Added CUDA SETUP instruction generator.
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2022-10-25 08:01:19 -07:00 |
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Tim Dettmers
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df86625a93
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Isolated CUDASetup logging; all tests green.
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2022-10-24 11:54:25 -07:00 |
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justheuristic
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76ce9aa6da
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try fp32
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2022-09-20 06:51:25 +03:00 |
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Tim Dettmers
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292a478716
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set threshold
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2022-09-20 06:42:05 +03:00 |
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justheuristic
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a07825ac31
|
review
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2022-09-20 06:40:36 +03:00 |
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justheuristic
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cff3a71599
|
cast device
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2022-09-18 01:26:25 +03:00 |
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justheuristic
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32a9a88f98
|
cast device
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2022-09-18 01:26:12 +03:00 |
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justheuristic
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01b4c6a048
|
cast device
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2022-09-18 01:25:56 +03:00 |
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justheuristic
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e4086a2758
|
cast device
|
2022-09-18 01:24:57 +03:00 |
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justheuristic
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725cc72993
|
cast device
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2022-09-18 01:24:44 +03:00 |
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justheuristic
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28a9313ddc
|
cast before allclose
|
2022-09-18 01:24:27 +03:00 |
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justheuristic
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95dafc6475
|
cast before allclose
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2022-09-18 01:22:31 +03:00 |
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justheuristic
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37f805bb44
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debug
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2022-09-18 01:21:12 +03:00 |
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justheuristic
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6a826c41a6
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pre-cast
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2022-09-18 01:20:34 +03:00 |
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justheuristic
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d9b8789818
|
debug
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2022-09-18 01:13:58 +03:00 |
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justheuristic
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2cd047e35d
|
run backward
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2022-09-18 00:55:53 +03:00 |
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