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ByronHsu-patch-1
add_chunk_size
austin362667/fix_distill_normalization_term
austin362667/fix_flex_tests
austin362667/llama_flex_attn
bhe/fix_tvd_test_for_interl_amd
byhsu/ack
byhsu/ce-reduction
byhsu/convergence_test_reset
byhsu/e2e-bm
byhsu/mlsys-benchmark
byhsu/modal-ci
byhsu/model-ci-poke
byhsu/poke-test-4
byhsu/rebuild-image
ci
fix/rope-dead-constexpr-batch-size-dynamic-shapes
fix_rocm
fix_unit_tests
gh-pages
gh-pages-backup
h1_test_branch
hpguo/lce_add_entropy_loss
hpguo/ruff_style_check
jaszhu/add_skicit_learn_version
jaszhu/ping_version
jkolehm/mq
jsd-opt
layer-norm-opt
main
megatron-vp-flce
nemotron-relu-squared-patch
pr-1279
pr-144
pr1340
pramodith/autotune_chunk_size
qwen2_5_vl
release-0_5_11
revert-364-patch-4
rocm-install
shisahni/add_hf_token
shisahni/cl_module
shisahni/dpo_format
shisahni/grpo_changes_save
shisahni/precision
shisahni/preference_refactor
shisahni/stash_dec9
shisahni/temp_branch
sshimizu/ci-workflow
sshimizu/h100-benchmarks
sshimizu/test
tcc/backend
tcc/bench_flce
tcc/bench_vis
tcc/format
tcc/geglu-casting
tcc/helion-flce
tcc/qwen3vl
tcc/ruff-ci
tcc/test-ci
vaibhav/cutile-flce-chunking-b200
vaibhav/cutile-flce-chunking-triton-policy
vaibhav/flce-2-chunk-size
vaibhav/flce-3-cutile-cublas
vaibhavjindal/experimental
vaibhavjindal/swiglu-experimental
vjindal/testing
yudai-remove-contact
yudai/geglu
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Select branches
Hide Pull Requests
ByronHsu-patch-1
add_chunk_size
austin362667/fix_distill_normalization_term
austin362667/fix_flex_tests
austin362667/llama_flex_attn
bhe/fix_tvd_test_for_interl_amd
byhsu/ack
byhsu/ce-reduction
byhsu/convergence_test_reset
byhsu/e2e-bm
byhsu/mlsys-benchmark
byhsu/modal-ci
byhsu/model-ci-poke
byhsu/poke-test-4
byhsu/rebuild-image
ci
fix/rope-dead-constexpr-batch-size-dynamic-shapes
fix_rocm
fix_unit_tests
gh-pages
gh-pages-backup
h1_test_branch
hpguo/lce_add_entropy_loss
hpguo/ruff_style_check
jaszhu/add_skicit_learn_version
jaszhu/ping_version
jkolehm/mq
jsd-opt
layer-norm-opt
main
megatron-vp-flce
nemotron-relu-squared-patch
pr-1279
pr-144
pr1340
pramodith/autotune_chunk_size
qwen2_5_vl
release-0_5_11
revert-364-patch-4
rocm-install
shisahni/add_hf_token
shisahni/cl_module
shisahni/dpo_format
shisahni/grpo_changes_save
shisahni/precision
shisahni/preference_refactor
shisahni/stash_dec9
shisahni/temp_branch
sshimizu/ci-workflow
sshimizu/h100-benchmarks
sshimizu/test
tcc/backend
tcc/bench_flce
tcc/bench_vis
tcc/format
tcc/geglu-casting
tcc/helion-flce
tcc/qwen3vl
tcc/ruff-ci
tcc/test-ci
vaibhav/cutile-flce-chunking-b200
vaibhav/cutile-flce-chunking-triton-policy
vaibhav/flce-2-chunk-size
vaibhav/flce-3-cutile-cublas
vaibhavjindal/experimental
vaibhavjindal/swiglu-experimental
vjindal/testing
yudai-remove-contact
yudai/geglu
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v0.0.1
v0.1.0
v0.1.1
v0.2.0
v0.2.1
v0.3.0
v0.3.1
v0.4.0
v0.4.1
v0.4.2
v0.5.0
v0.5.1
v0.5.10
v0.5.2
v0.5.3
v0.5.4
v0.5.5
v0.5.6
v0.5.7
v0.5.8
v0.5.9
v0.6.0
v0.6.1
v0.6.2
v0.6.3
v0.6.4
v0.6.5
v0.7.0
v0.8.0
v0.8.1
v0.8.2
v0.8.3
v0.8.4
-
221b633734
fix: prevent command injection in benchmark workflow (#997)
Arup De
2026-01-07 10:11:06 -08:00 -
fd8e29b6f6
[NPU]: Add NPU support for the swiglu (#995)
jiaqiw09
2026-01-07 19:13:29 +08:00 -
cd4af8bff6
Add benchmark for commit
5101e3c
github-actions[bot]
2026-01-06 23:38:51 +00:00 -
5101e3cd66
Changing RMS layer norm to accept DTensors. (#982)
Jari Kolehmainen
2026-01-05 12:54:57 -08:00 -
aac07f3737
[NPU]: Add NPU support for the mrope operator (#992)
TianHao324
2026-01-02 20:21:24 +08:00 -
6a38342420
feat(NPU): add UB Manager for auto tiling strategy management (#987)


2025-12-29 18:05:26 +08:00 -
6b3d761849
[Fix] Replace conditional flow with
tl.whereinliger_cross_entropy_kernelfor Triton 3.2 compatibility (#991)
Yunsheng Ni
2025-12-27 16:29:40 +08:00 -
01a66f1329
[Fix] Handle missing 'elementwise_affine' in RMSNorm extra_repr for patched models (#990)
Yunsheng Ni
2025-12-25 13:20:53 +08:00 -
87d7057ae3
[Feature] Add elementwise_affine argument to LigerRMSNorm (#989)
Yunsheng Ni
2025-12-25 02:02:11 +08:00 -
77949e0171
[RMSNorm] Fix JIT recompilation by removing tl.constexpr on rows_per_program & Cleanup Block kernel interface (#988)
Yunsheng Ni
2025-12-25 02:01:53 +08:00 -
44c2c31b79
[NPU]: Adjust MAX_FUSED_SIZE when using fused_linear_cross_entropy (#985)

ChunyuandShao Tang
2025-12-24 00:15:43 +08:00 -
6c2565b49b
Update discord channel link and announcement for meetup (#984)


2025-12-23 08:14:36 -08:00 -
57848d5384
Fix geglu (#986)

Konstantinos PitasandKonstantinos Pitas
2025-12-23 17:13:36 +01:00 -
8b4c62f76c
Add
AutoLigerKernelForCausalLM.from_config(#962)
Tcc0403andShao Tang
2025-12-22 02:11:25 +08:00 -
a2a4e30cc3
Add benchmark for commit
6059dfb
github-actions[bot]
2025-12-19 01:01:00 +00:00 -
6059dfb215
Bug fix for missing distillation loss arguments. (#983)
Jari Kolehmainen
2025-12-17 10:40:07 -08:00 -
ded9e0fdd0
Upgrade GitHub Actions for Node 24 compatibility
Salman Muin Kayser Chishti
2025-12-16 16:47:24 +00:00 -
153d226788
Fix missing property access for multimodal models (#966)

Albert Villanova del MoralandShao Tang
2025-12-15 23:18:52 +01:00 -
67d98e4e9a
ci: skip some rms_norm test cases for npu and bump torch-npu to 2.7.1 (#977)
Huazhong
2025-12-16 06:18:11 +08:00 -
33f7f487f1
Fix: fix ignore_index not being applied in JSD distillation loss (#974)

Seung Hyun ChoandSunghyun Cho
2025-12-15 01:44:22 +09:00 -
fe1ea95ff5
[refactor] decoupling ops implementations for different vendors (#973)

CctoctoFXandTcc0403
2025-12-12 18:36:07 +08:00 -
c301b5b5a7
Add benchmark for commit
49e6353
github-actions[bot]
2025-12-12 01:00:28 +00:00 -
7167104f6a
Merge branch 'main' into tcc/bench_vis
tcc/bench_vis
Shao Tang
2025-12-11 14:08:03 -08:00 -
8efda76b19
Update import path for ops in liger_kernel/transformers/*
tcc/backend
Tcc0403
2025-12-12 01:06:32 +08:00 -
649f01ceaa
Add multi-backend support
Tcc0403
2025-12-12 00:46:28 +08:00 -
49e63538e6
Fix qwen3vl
apply_rotary_pos_emb_vision(#967)
Tcc0403
2025-12-10 01:12:18 +08:00 -
38e7953b4e
Update README.md (#970)
Zhipeng Wang
2025-12-08 15:57:42 -08:00 -
fef5504b5b
Merge branch 'main' into tcc/bench_vis
Tcc0403
2025-12-08 00:25:01 +08:00 -
1369d732e5
Refactor
Tcc0403
2025-12-07 11:17:48 +08:00 -
720cc68486
[feat]: Add support for gpt-oss (#949)

Yeshwanth NandClaude
2025-12-06 16:04:40 +05:30 -
ebad7399fd
Add benchmark for commit
3d075fd
github-actions[bot]
2025-12-05 00:54:29 +00:00 -
33a82b03e6
format
tcc/format
Tcc0403
2025-12-03 12:56:11 +08:00 -
3d075fd704
define shift_labels in gemma (#961)
Alexandros Koumparoulis
2025-12-02 01:44:56 -08:00 -
62c0544dff
Add Ascend NPU device support. (#955)
Yinlei Sun
2025-12-02 13:48:37 +08:00 -
d403672251
Add warning if geglu=True and skip checking in monkey patch test
tcc/qwen3vl
Tcc0403
2025-12-02 08:42:18 +08:00 -
7d54ff8889
fixbug, ensure FP32 accumulation for dW in Llama-mode RMSNorm backward (#950)
Yunsheng Ni
2025-12-02 03:24:51 +08:00 -
064b74cba8
Set layer_norm=True in convergence test
Tcc0403
2025-11-29 04:20:25 +08:00 -
29ebe55753
Default geglu=False
Tcc0403
2025-11-29 04:19:58 +08:00 -
7d1c0ed13c
format
Tcc0403
2025-11-29 03:48:30 +08:00 -
a740bfb78f
Add qwen3_vl_moe mlp support
Tcc0403
2025-11-29 03:48:18 +08:00 -
9680d937fe
Add mlp support for qwen3vl and little refactor
Tcc0403
2025-11-29 02:41:39 +08:00 -
17954c9f59
Add benchmark for commit
0a62700
github-actions[bot]
2025-11-28 01:00:06 +00:00 -
cafa211945
Merge branch 'main' into tcc/helion-flce
tcc/helion-flce
Shao Tang
2025-11-23 09:13:04 -06:00 -
ca1e812e8a
Merge branch 'main' into tcc/bench_vis
Shao Tang
2025-11-23 09:12:53 -06:00 -
ba133a77ec
Add benchmark for commit 0a62700-v0.6.4
github-actions[bot]
2025-11-21 23:42:32 +00:00 -
0a62700752
0.6.4 release (#948)
v0.6.4
Yanning Chen
2025-11-21 14:48:25 -08:00 -
540575bc2b
[Perf] Optimize LayerNorm Backward: Replace Atomics with Persistent Reduction (#945)


2025-11-22 05:34:59 +08:00 -
397ab301bb
[GRPO] add support for dapo loss (#939)

Kashif RasulandVaibhav Jindal
2025-11-21 21:25:40 +01:00 -
8a9339806f
Olmo3 model support [ready for review] (#946)

Tyler RomeroandVaibhav Jindal
2025-11-21 12:00:58 -08:00 -
98d9e197c4
add hunyuanv1 dense and moe model (#940)


2025-11-22 03:55:18 +08:00 -
24416a4286
Increase time limit for modal tests (#947)
Vaibhav Jindal
2025-11-20 17:02:43 -08:00 -
983b674033
[Qwen3]: If qwen3 is used along with peft config, peft adds opcl obj no… (#926)
Yeshwanth N
2025-11-21 06:32:10 +05:30 -
d2f95abf6f
Add benchmark for commit
4c32ab6
github-actions[bot]
2025-11-21 01:01:56 +00:00 -
4c32ab6a48
Add TiledMLP Implementation (#935)
Sangchun Ha
2025-11-19 00:46:29 +09:00 -
4eb0a69084
Fix reduction!="mean" and add benchmark script
Tcc0403
2025-11-11 16:03:22 +00:00 -
c0efd393f4
Format
Tcc0403
2025-11-11 09:23:34 +00:00 -
9d2dabb840
Fix visualization when data is from more than 1 gpu
Tcc0403
2025-11-11 09:22:09 +00:00 -
06bde208e5
Add h100 autotune configs
Tcc0403
2025-11-08 20:06:42 +00:00 -
07deb98e45
Fix autotune fuction
Tcc0403
2025-11-08 12:43:56 +00:00 -
d2b2372b52
clean up
Tcc0403
2025-11-08 20:04:50 +08:00 -
74553dc50c
Fix backward ctx.savetensors
Tcc0403
2025-11-08 19:55:53 +08:00 -
5ecb417e60
Fix ignore_index
Tcc0403
2025-11-08 19:38:12 +08:00 -
d901dac185
Add autotune misc
Tcc0403
2025-11-08 19:37:53 +08:00 -
b508243a33
Add chunk version of flce backward
Tcc0403
2025-11-08 15:00:47 +08:00 -
3f1c225d3e
Add benchmark for commit
817436f
github-actions[bot]
2025-11-07 01:02:27 +00:00 -
817436fa71
Handle aux_loss for different transformer versions (#934)
Vaibhav Jindal
2025-11-06 14:03:12 -08:00 -
69053909e2
Clean up handwriting test and let run_example() handle correctness test
Tcc0403
2025-11-06 16:03:54 +00:00 -
34decd43e9
Update best configs for h100 with BT=2048, H=4096, V=32000
Tcc0403
2025-11-06 15:30:11 +00:00 -
fd05527b32
Remove lock functions wrappers
Tcc0403
2025-11-06 20:10:52 +08:00 -
81d0e9807b
Fix incorrect liger flce args positions
Tcc0403
2025-11-06 19:57:14 +08:00 -
719344dbfc
Add IMA error comment to liger flce
Tcc0403
2025-11-06 18:52:55 +08:00 -
c156022853
Add LigerFusedLinearCrossEntropy for comparison
Tcc0403
2025-11-06 18:50:47 +08:00 -
f402ff3db5
Add cut_cross_entropy comparison
Tcc0403
2025-11-06 18:28:03 +08:00 -
30b12ebc74
testing misc
Tcc0403
2025-11-06 15:57:19 +08:00 -
98de5b9c4b
Unfuse forward/backward and use lock
Tcc0403
2025-11-06 15:56:51 +08:00 -
8781e8ed98
Add benchmark
Tcc0403
2025-11-04 08:25:48 +00:00 -
04f07fa5f5
Set higher tolerance
Tcc0403
2025-11-04 12:55:35 +08:00 -
f890711bd5
Improve n_non_ignore read efficiency and ERROR comments
Tcc0403
2025-11-04 12:55:22 +08:00 -
b50870cd33
Add unit test
Tcc0403
2025-11-04 11:47:10 +08:00 -
164e63ada8
Fix incorrect grad_w computation with reduction="mean"
Tcc0403
2025-11-04 11:46:46 +08:00 -
368433b722
format
Tcc0403
2025-11-04 00:47:09 +08:00 -
8e9c13e6e3
clean up
Tcc0403
2025-11-04 00:46:47 +08:00 -
5c81648843
add grad_x, grad_w computation
Tcc0403
2025-11-03 23:35:50 +08:00 -
fc9a40638e
compute dx
Tcc0403
2025-11-03 21:23:07 +08:00 -
672c8c8ad4
feat(FLCE): add helion version of fused linear cross entropy
Tcc0403
2025-11-03 20:22:04 +08:00 -
7dd8ecc531
[Cross-entropy-loss] return mean token accuracy metric with CE loss (#910)


2025-11-06 00:52:49 +01:00 -
03ad3d166b
Fix qwen3 related tests (#933)
Vaibhav Jindal
2025-11-05 14:43:53 -08:00 -
4a1677b84c
fix: initialize grad_weight and grad_bias on flce no_grad path (#931)
Keaton Elvins
2025-11-05 14:04:05 -05:00 -
1f7a66aeb7
style: fix main branch format (#929)
Tcc0403
2025-11-05 09:25:17 +08:00 -
6cd9fd64a5
Support for Qwen3-VL models (#911)


2025-11-01 21:34:51 +05:30 -
8fad470fcd
fix(ci): modify Glm4vMoe config for convergence test (#918)
Tcc0403
2025-11-01 01:00:35 +08:00 -
69f2d083f8
Add benchmark for commit
a80f30b
github-actions[bot]
2025-10-31 01:02:47 +00:00 -
a80f30b316
Fix CE patch and add layernorm support for InternVL (#921)

MilkCloudsandSteven Shimizu
2025-10-28 23:29:48 +09:00 -
606ca4eb65
Option to return hard and soft loss when using distillation (#895)

Aurélien LacandShao Tang
2025-10-28 07:59:25 +01:00 -
f7ef6500ff
Add benchmark for commit d5648bf-v0.6.3
github-actions[bot]
2025-10-27 19:21:32 +00:00 -
d5648bfe86
Bump for 0.6.3 release (#922)
v0.6.3
Yanning Chen
2025-10-27 11:16:11 -07:00 -
f7c17b586a
Add SmolVLM2 support (#919)

MilkCloudsandTcc0403
2025-10-27 23:49:20 +09:00 -
da6e7059fd
[Test][XPU] Added gpu cache cleaning for XPU devices (#917)
Egor
2025-10-24 16:23:46 +02:00 -
c7111b4e8d
Enabled the tests glm4v/glm4v_moe for XPU and Fixed the monkey patch error (#914)
YangKai0616
2025-10-24 21:01:17 +08:00 -
66a96bde74
Add benchmark for commit
33924d2
github-actions[bot]
2025-10-24 01:01:00 +00:00