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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
-
6b7e3dd6fa
fix(cutedsl): self-skip SM100-only FLCE tests on SM90 (H100 CI) (#1431)


2026-09-01 20:26:39 +00:00 -
083c92342b
fix(cutedsl): fp32 CE loss precision on B200 + restore LigerCrossEntropyFunction export (#1430)


2026-09-01 17:19:17 +00:00 -
e6a81bb0c3
Add Liger Kernel support for Muse Glimmer (#1390)

Buffett LiuandZhipeng Wang
2026-09-01 05:32:27 +00:00 -
2798d08546
feat(cutedsl): CuTeDSL backends for SwiGLU, GeGLU, Softmax, RoPE, KL-div, JSD (#1418)

Arup DeandCopilot
2026-09-01 00:45:13 +00:00 -
8dedc9703a
feat(cutedsl): CuTeDSL backends for RMSNorm, LayerNorm, fused_add_rms_norm (#1417)

Arup DeandCopilot
2026-08-31 22:50:45 +00:00 -
90f807a321
feat(backends): multi-DSL dispatcher foundation + Triton backend layer (#1416)

Arup DeandCopilot
2026-08-31 22:37:35 +00:00 -
c02362cb5b
fix(cutile): pin cuda-tile>=1.5.0 so CI gets CompilerOptions.num_worker_warps (#1427)

Vaibhav JindalandCopilot
2026-08-31 21:43:55 +00:00 -
99747c53ba
[CUDA] Add Hopper tensor-parallel fused linear cross entropy (#1422)


2026-08-31 20:15:17 +00:00 -
f65ae6576f
Update the ascend npu test repository link (#1411)
jiahao su
2026-08-31 18:57:35 +00:00 -
777799588a
fix(mlp): keep liger_kernel.ops importable without TensorDescriptor (#1421)
Rain
2026-08-30 13:02:20 +00:00 -
00e72b86ca
ci: schedule NVIDIA tests by cadence/GPU with a hard 3-job concurrency cap (#1415)

Vaibhav JindalandCopilot
2026-08-28 04:53:37 +00:00 -
aae4bef01e
perf(flce): widen the transient-logits chunk-memory budget constant to C=16 (#1414)

Arup DeandCopilot
2026-08-27 21:37:38 +00:00 -
50607471ea
fix(fused_moe): correct input-gradient (dx) on Blackwell/B300 (#1413)

Arup DeandCopilot
2026-08-27 21:37:20 +00:00 -
df40cf97d4
Isolate SM90 and SM100 MoE kernel paths (#1412)


2026-08-27 17:44:06 +00:00 -
38c6a455ea
test: organize DSL tests into per-DSL folders (cutedsl/cutile/cute) (#1410)

Vaibhav JindalandCopilot
2026-08-27 05:37:31 +00:00 -
b3c1eb7359
Restore benchmarks after gh-deploy
github-actions[bot]
2026-08-27 01:17:43 +00:00 -
18cbe48966
Deployed
0515c5awith MkDocs version: 1.6.1
github-actions[bot]
2026-08-27 01:17:40 +00:00 -
0515c5aa2c
Fix broken star history chart (#1385)


2026-08-27 01:16:10 +00:00 -
0406e4ddc0
ci: run NVIDIA GPU tests on manual dispatch and daily cron only (#1409)

Vaibhav JindalandCopilot
2026-08-26 21:48:05 +00:00 -
b4d7611759
SwiGLU backend comparison: refresh after cuTile cliff + CuTe DSL graph fixes
vaibhavjindal/swiglu-experimental

vaibhavjindalandCopilot
2026-08-26 20:04:10 +00:00 -
a20a13acec
Merge branch 'main' into vaibhavjindal/swiglu-experimental
vaibhavjindal
2026-08-26 19:58:18 +00:00 -
b28a0ca4f4
[cuTeDSL] Make SwiGLU CUDA-graph capturable + harmonize plain SiLU-Mul tests (#1408)


2026-08-26 17:14:47 +00:00 -
4310065d8c
[cuTile] Fix SwiGLU non-power-of-2 forward cliff with exact-fit pow2 tiling (#1407)


2026-08-25 22:49:36 +00:00 -
677b6d4074
SwiGLU backend comparison: Triton vs cuTile vs CuTe DSL (findings)

vaibhavjindalandCopilot
2026-08-24 23:15:20 +00:00 -
ead96b618e
fix(cutile): handle 2-D (seq, head_dim) cos/sin in RoPE + add vision tests (#1399)


2026-08-21 23:53:43 +00:00 -
7a12e09257
[cuTile] Add v3 cuTile backends for 6 Liger ops (#1321)


2026-08-21 22:53:55 +00:00 -
2f46792776
Add RoPE backend comparison: Triton vs cuTile vs CuTe DSL
vaibhavjindal/experimental

vaibhavjindalandCopilot
2026-08-21 22:29:09 +00:00 -
e804c0d238
Fix fused MoE backward stability and padding skips (#1398)


2026-08-21 16:42:12 +00:00 -
500866071d
[NPU] Pin torch/torch_npu=2.9.0, triton-ascend=3.2.2 and cann=9.1.0 for NPU (#1392)
Rain
2026-08-21 15:16:07 +00:00 -
7c454f488e
[CUDA] Add cuTile RMSNorm and optimize CuTe DSL RMSNorm (#1395)



2026-08-21 00:33:16 +00:00 -
124fb8a2a4
feat: add LigerMLP module (#1357)
ma-jh
2026-08-20 03:07:52 +00:00 -
676ca56e6e
[Ascend] Fix missing accum_dtype param in fused_linear_jsd forward (#1367)
TecJesh
2026-08-20 02:24:00 +00:00 -
000be60929
Update pyproject.toml for v0.8.2 release (#1394)
v0.8.2

Jari Kolehmainenandjkolehma
2026-08-18 20:43:03 +00:00 -
b3a58a2ba7
[NPU] align fused linear JSD forward with accum_dtype API (#1346)
Rain
2026-08-18 15:23:59 +00:00 -
70c83b2631
perf(cutedsl): add Blackwell fast path to RMSNorm (#1388)
Zhipeng Wang
2026-08-16 16:59:56 +00:00 -
30978024fe
Update CuTe DSL backend docs: op list and DSL version (#1386)


2026-08-16 15:02:13 +00:00 -
e516433682
Optimize and harden fused MoE kernels (#1381)


2026-08-14 21:51:19 +00:00 -
ce72ded9b8
Tune SM100 GEMM scheduling for dW shapes (#1380)


2026-08-14 17:26:01 +00:00 -
780e76b811
Support strided Liger MoE input weights (#1377)

Chen ZhuandCopilot
2026-08-13 00:15:10 +00:00 -
9af8936fd6
Pin fp64 scalar kernel params to fp32 in modulated_rms_norm and attn_res (#1364)
Buffett Liu
2026-08-13 00:04:07 +00:00 -
10acf80cf3
Pin fp64 scalar kernel params to fp32 in remaining norm ops (#1358)
Buffett Liu
2026-08-13 00:02:28 +00:00 -
2d8b22835e
Pin fp64 scalar kernel params via constexpr in grpo_loss (#1366)
Buffett Liu
2026-08-12 23:58:56 +00:00 -
c5bda07f36
Pin fp64 scalar kernel params to fp32 in cross entropy (#1362)

Buffett LiuandVaibhav Jindal
2026-08-12 23:57:36 +00:00 -
33936a8e6f
[NPU] Fix: recompute true-class CE gradient in fp32 on no-weight backward path (#1341)
Rain
2026-08-12 15:01:37 +00:00 -
fb7352c8a3
Fix single-token fused MoE auto dispatch (#1368)

Chen ZhuandCopilot
2026-08-11 19:36:58 -07:00 -
9d045718a8
[Hopper] Add CuTe DSL and cuTile fused linear cross entropy (#1356)


2026-08-11 18:04:03 -07:00 -
62b691b721
perf(cutedsl): optimize Hopper FLSCE forward (#1370)


2026-08-11 11:14:17 -07:00 -
ee1ea1157e
perf(moe): add Blackwell 2SM MLP3 and MLP4 (#1365)

autinnandCopilot
2026-08-11 11:03:12 -07:00 -
0f66f7eca4
[Liger Cute] Fix fused MoE combine for partial token tiles (#1361)

Chen ZhuandCopilot
2026-08-10 18:46:46 -07:00 -
2120862ba5
[Megatron] Add SwiGLU integration (#1326)

Buffett LiuandVaibhav Jindal
2026-08-10 15:36:34 -07:00 -
b304c890f0
[cuTile] Add fused scaled cross entropy (#1359)

Yiming YueandCopilot
2026-08-10 13:41:53 -07:00 -
a5d795efd2
Add CuTe DSL implementation of the swiglu liger kernel (#1277)



2026-08-09 11:50:00 -07:00 -
a3f3654f93
Add fused linear scaled cross entropy frontend (#1354)


2026-08-07 16:16:48 -07:00 -
f8d9219f51
Add cutedsl implementation of Liger Rope Kernel (#1282)



2026-08-07 14:47:49 -07:00 -
16e49d4068
Add LigerCute: fused expert-parallel MoE kernels for Hopper and Blackwell (CUTLASS + NVSHMEM) (#1355)







2026-08-07 14:29:09 -07:00 -
11702da962
fix(triton): pin fp64 scalar kernel params to fp32 in swiglu and rms_norm (#1350)

Vaibhav JindalandCopilot
2026-08-07 11:55:27 -07:00 -
4c80e19130
perf(cutedsl): optimize RMSNorm CuTe DSL kernel (fused backward + host launch + width-aware forward warps) (#1349)


2026-08-07 10:23:16 -07:00 -
6470a51d3a
Add SM100 CuTe DSL fused linear cross entropy (#1339)


2026-08-07 09:22:36 -07:00 -
60e7955c1e
Merge branch 'main' into fix/rope-dead-constexpr-batch-size-dynamic-shapes
fix/rope-dead-constexpr-batch-size-dynamic-shapes
Vaibhav Jindal
2026-08-07 01:48:09 -07:00 -
bc8838e48d
fix(rope): don't mark the unused batch-size param as tl.constexpr

Vaibhav JindalandCopilot
2026-08-07 08:45:43 +00:00 -
073ae3283a
Add Hopper CuTe DSL fused scaled cross entropy (#1334)

Jari KolehmainenandCopilot
2026-08-07 00:45:38 -07:00 -
08e8ccdc6a
[Tests] Move cutedsl tests to test/cutedsl/ and add make test-cutedsl target (#1337)
Vaibhav Jindal
2026-08-03 14:59:13 -07:00 -
4d899a0bdc
[CuteDSL] Add benchmarking, CE memory optimizations, and match Triton num_warps (#1290)



2026-08-03 14:09:17 -07:00 -
be1cdc176b
fix(ce): restore true-class gradient precision in low-precision buffers (#1329)

Vaibhav JindalandCopilot
2026-08-03 13:37:22 -07:00 -
91ae44ae65
Guard Triton launches by tensor device (#1304)

Kashif RasulandVaibhav Jindal
2026-07-31 20:54:52 +02:00 -
9ac26bb822
Fix wrong grad_weight/grad_bias for fused linear cross entropy with reduction='none' (#1298)
Kashif Rasul
2026-07-31 01:18:13 +02:00 -
e44a5fe86d
perf(ce): single-shot dx_y gradient correction (#1268)


2026-07-28 16:21:09 -07:00 -
d02ee20358
fix(test): prevent in-place RMSNorm backward from clobbering shared grad buffers (#1305)


2026-07-28 15:08:10 -07:00 -
e9bbef0b29
feat: Add accum dtype support to fused linear JSD (#1322)
Kyle Mylonakis
2026-07-28 00:16:01 +03:00 -
ed08f6ea75
Guard the FLCE addmm fast path on compute capability 8.0 or higher (#1316)

Albert Villanova del MoralandJari Kolehmainen
2026-07-24 01:54:29 +02:00 -
f5df160741
Pin ruff version to <0.16.0 to avoid checkstyle breakage (#1318)

Vaibhav JindalandCopilot
2026-07-23 16:50:43 -07:00 -
a5234dfc1d
Update pyproject.toml for v0.8.1 release (#1314)
v0.8.1
Vaibhav Jindal
2026-07-22 23:56:50 +00:00 -
7cdd19f73a
Fix convergence test failures (#1313)

Vaibhav JindalandCopilot
2026-07-22 18:43:50 +00:00 -
5b8476aa92
Stop printing coverage report by default in make test / test-convergence and fix tolerance in polynorm (#1310)

Vaibhav JindalandCopilot
2026-07-21 16:51:07 -07:00 -
5eebfda273
Fix failing tests in fused_add_rms_norm and polynorm (#1309)
Vaibhav Jindal
2026-07-21 16:10:42 -07:00 -
bb715c93a8
Make all the convergence tests run with make test-convergence (#1306)
Vaibhav Jindal
2026-07-20 14:49:12 -07:00 -
72a4ed47a5
Add CUTLASS CuTe DSL RMSNorm kernel (#1299)



2026-07-14 17:14:28 -07:00 -
e1eeb99770
[cuTile] Add rope/qwen2vl_mrope/kl_div/group_norm/multi_token_attention (#1269)



2026-07-14 13:05:35 +08:00 -
bab144c73f
fix: align _input_chunk dtype in FLCE grad_weight addmm under AMP (#1283)



2026-07-13 14:13:08 -07:00 -
b3327ee222
[NPU] refact fused_neighborhood_attention (#1265)

sunyi0505andCursor
2026-07-06 23:11:55 +08:00 -
a67aad96de
[CuteDSL] Add CuTe DSL cross-entropy kernel and CuteDSL integration scaffolding (B200) (#1279)




2026-07-02 23:44:24 -07:00 -
3ef8ab5cd6
Merge branch 'main' into justinhh4/cutedsl-cross-entropy
pr-1279
Vaibhav Jindal
2026-07-02 23:12:19 -07:00 -
c5d3e242af
perf(swiglu): architecture-aware column tiling for Blackwell (B200) (#1271)


2026-07-02 14:43:16 -07:00 -
0b93bc9472
perf(ce): dtype-aware num_warps (Blackwell-gated) (#1267)



2026-07-02 11:39:28 -07:00 -
118cf329fb
test(cutedsl-ce): relax bf16 grad atol to 5e-5 for peaked-logit rows

Justin HuandCopilot
2026-07-02 16:27:47 +00:00 -
8d03e9695a
Add infer_device_arch() for coarse GPU architecture detection (#1273)


2026-07-01 19:27:52 -07:00 -
54c908a840
test(cutedsl-ce): tighten fp32/bf16 tolerances to Triton CE bar

Justin HuandCopilot
2026-07-01 12:15:40 -07:00 -
c9fc646f4f
perf: optimize grad_weight accumulation with addmm (#1239)


2026-07-01 16:07:21 +08:00 -
86f6c86f42
Add CuTe DSL cross-entropy kernel

justinhh4andCopilot
2026-07-01 00:49:34 +00:00 -
e2c374b6f7
Add -m flag for modal runs (#1278)
Vaibhav Jindal
2026-06-29 16:03:51 -07:00 -
ef420c3d55
Avoid torch.compile graph break in SAPO loss (#1274)

Kashif RasulandVaibhav Jindal
2026-06-29 23:44:23 +02:00 -
37c91c0e95
Make LOG2_E a tl.constexpr so the CE kernel compiles on newer Triton (#1275)
Kashif Rasul
2026-06-29 22:16:08 +02:00 -
8832b2e758
perf(ce): hardware exp2 (ex2.approx) for softmax (#1266)


2026-06-26 13:34:18 -07:00 -
7401db04e3
[cuTile] Add cutile backend for geglu, layer_norm, fused_linear_jsd, cross_entropy (#1250)





2026-06-26 07:33:58 +08:00 -
2461e907e2
remove incorrect import for qwen3_5 monkey patch with cross_entropy=True (#1263)

Antonio Flores MontoyaandAntonio Flores Montoya
2026-06-23 11:47:38 -04:00 -
7dc5417b3b
[NPU] Bump Ascend NPU deps to torch/torch_npu 2.7.1 and triton-ascend 3.2.1 (#1262)

ChunyuWeiandsunyi0505
2026-06-18 02:23:16 +08:00 -
7528b17ba7
[Megatron] Add fused linear + vocab-parallel cross-entropy (VP-FLCE)
megatron-vp-flce

Vaibhav JindalandClaude Opus 4.7
2026-06-17 06:51:00 +00:00 -
80f19ad741
[Megatron] Add vocab-parallel cross-entropy (TP>1 support) (#1260)

Vaibhav JindalandClaude Opus 4.7
2026-06-16 12:10:30 -07:00 -
813590d328
[NPU] fix ut issues for A3(X86) (#1259)
sunyi0505
2026-06-15 21:11:11 +08:00 -
3bb3b3fae6
[NPU] optimize fused_moe for A3(X86) (#1256)
sunyi0505
2026-06-11 22:56:38 +08:00