Tim Dettmers
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2d321a7524
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Merge pull request #503 from TimDettmers/efficient_8bit_serialize
Make 8-bit serialization more memory-efficient (v2)
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2023-06-19 11:28:30 -07:00 |
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Max Ryabinin
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b599fdb197
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Only rearrange weight if it exists
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2023-06-14 19:27:13 +02:00 |
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Max Ryabinin
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c1f3f56d2c
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Rearrange the weights directly in state dict before loading
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2023-06-09 21:58:39 +02:00 |
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Max Ryabinin
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f734076e94
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Improve memory efficiency of 8-bit serialization
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2023-06-09 21:39:57 +02:00 |
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Max Ryabinin
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4fb37d45c1
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Extract get_tile_inds to a separate function
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2023-06-09 21:39:37 +02:00 |
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Tim Dettmers
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ac5550a023
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Added changes for deployment.
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2023-05-30 19:06:59 -07:00 |
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Tim Dettmers
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0f40fa3f0a
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Bumped version.
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2023-05-23 19:55:52 -07:00 |
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Tim Dettmers
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1b8772a8f3
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Added PagedLion and bf16 Lion.
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2023-05-23 19:37:38 -07:00 |
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Tim Dettmers
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2bce175d15
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Fixed Makefile.
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2023-05-23 18:42:19 -07:00 |
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Tim Dettmers
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4bd1151829
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Fixed gradient accumulation test.
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2023-05-07 15:06:17 -07:00 |
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Tim Dettmers
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675baa79d2
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Merge remote-tracking branch 'origin/main' into merge
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2023-05-07 13:34:03 -07:00 |
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Tim Dettmers
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f64cfe65aa
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Fixed prefetch bug for non-paged tensors; added benchmark.
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2023-05-06 21:49:16 -07:00 |
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Tim Dettmers
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41a9c70814
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Changed prefetching.
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2023-05-06 18:59:59 -07:00 |
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Tim Dettmers
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44d68ff29c
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Added paged optimizers.
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2023-05-06 14:59:29 -07:00 |
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Tim Dettmers
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ec38ba95b0
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Added paging.
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2023-05-06 11:14:06 -07:00 |
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Tim Dettmers
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264a948539
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4-bit draft; 128 vector load 240.
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2023-05-02 16:15:38 -07:00 |
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Tim Dettmers
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869b7e83b5
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Warp multi-specialization 240.
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2023-05-02 12:10:32 -07:00 |
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Tim Dettmers
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77f15fdce9
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Shared memory efficient 240.
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2023-05-02 11:38:11 -07:00 |
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Tim Dettmers
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89cccd8196
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A tile multi-tiling.
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2023-05-02 09:40:31 -07:00 |
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Tim Dettmers
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4decb3cc68
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Removed uncessary sync.
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2023-05-02 09:38:14 -07:00 |
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Tim Dettmers
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394749db71
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Correct implementation 240.
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2023-05-02 08:58:59 -07:00 |
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Tim Dettmers
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9aa232cc39
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Initial.
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2023-05-02 07:53:29 -07:00 |
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Tim Dettmers
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9192c9de64
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Tighter and scaled error analysis.
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2023-05-02 07:50:32 -07:00 |
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Tim Dettmers
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f9bfea8f23
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Baseline for debugging.
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2023-05-02 07:24:12 -07:00 |
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Tim Dettmers
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7bfa09d0fc
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8x32 240 6 warps.
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2023-05-01 16:38:09 -07:00 |
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Tim Dettmers
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3d4a2eadd3
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16x16 240.
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2023-05-01 16:23:45 -07:00 |
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Tim Dettmers
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7cc8ff4727
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Warp specalization 362.
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2023-05-01 08:21:12 -07:00 |
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Tim Dettmers
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cabcd9b9d5
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Halved shared memory 466.
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2023-04-30 19:12:42 -07:00 |
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Tim Dettmers
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30d03e0254
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64 threads, high smem, 434.
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2023-04-30 18:55:12 -07:00 |
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Tim Dettmers
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e01d4e033d
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Fixed bank conflicts in non-vector load 422.
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2023-04-30 18:28:52 -07:00 |
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Tim Dettmers
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c35ed09b66
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Double frag 440.
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2023-04-30 18:19:30 -07:00 |
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Tim Dettmers
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604bb3fb57
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Slow non-vector 530.
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2023-04-30 18:06:01 -07:00 |
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Tim Dettmers
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ad07d254fb
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Slow tensor core solution.
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2023-04-30 17:43:02 -07:00 |
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Tim Dettmers
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21723f796a
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4-bit draft.
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2023-04-29 21:52:47 -07:00 |
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Tim Dettmers
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cad839941b
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Added bit template.
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2023-04-28 22:10:42 -07:00 |
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Tim Dettmers
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f3e97ccbd2
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New implementation for batch size 1.
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2023-04-28 21:29:40 -07:00 |
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Tim Dettmers
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f6df4aef6a
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Added fp16 and thread/item template.
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2023-04-28 18:26:52 -07:00 |
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Tim Dettmers
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3aef78342a
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Added template refactor.
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2023-04-28 17:34:08 -07:00 |
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Tim Dettmers
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c1bfb210c5
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First baseline kernel.
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2023-04-28 17:19:02 -07:00 |
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Tim Dettmers
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9cab14a3ff
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Adedd pipeline draft.
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2023-04-27 15:12:49 -07:00 |
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Tim Dettmers
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d1c4c20568
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Added non-cutlass template.
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2023-04-27 15:11:26 -07:00 |
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Tim Dettmers
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0afc8e9e2f
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Best attempt at cutlass3.
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2023-04-26 17:12:34 -07:00 |
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Tim Dettmers
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84964db937
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CUTLASS compiles.
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2023-04-25 17:15:51 -07:00 |
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Tim Dettmers
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6e2544da25
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Added cutlass example.
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2023-04-25 16:15:44 -07:00 |
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Tim Dettmers
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6bfd7a405f
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Initial template.
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2023-04-25 16:13:43 -07:00 |
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Tim Dettmers
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0f9d30207f
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Added nested quantization for blockwise quantization.
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2023-04-19 11:48:47 -07:00 |
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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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9e7cdc9ea9
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Added last SwitchBack refactors. All tests green.
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2023-04-12 13:41:30 -07:00 |
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Tim Dettmers
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008dfff9b4
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Added triton utils.
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2023-04-12 12:57:46 -07:00 |
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Tim Dettmers
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b8ea2b416d
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Fixed bias conversion in Linear4bit
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2023-04-12 12:28:35 -07:00 |
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