67 Commits

Author	SHA1	Message	Date
Sunny-bot1	40f3897a4e	support w4afp8 moe offline permute & load (#5613)	2025-12-22 15:12:57 +08:00
Longzhi Wang	d8587e987e	[Model] tp+ep support v1_loader (#5465) ... * [Model] tp+ep support v1_loader * fix * fix mtp_linear * fix mtp_linear * fix * fix * fix v0 loader * fix * Add get_tensor for ep * fix linear weight_loader * fix typo * fix	2025-12-18 14:31:54 +08:00
zhupengyang	8735cb5045	[XPU] refactor moe ffn (#5501) ... - remove BKCL_DISPATCH_ALL_GATHER - support sparse mode - support moe quant_method	2025-12-18 14:14:05 +08:00
fmiao2372	404cf0ece4	[Intel HPU] enable tensor_wise_fp8 (#5324) ... * [Intel HPU] enable tensor_wise_fp8 * update code based on comments * fix code style issue * fix bug about RP 5138 * mv kv_cache modifications to HPU backend * fix FP8 Precision Issues * fix FP8 Precision Issues * Add quantization UT --------- Co-authored-by: yanfeich <yanfei.cheng@intel.com> Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>	2025-12-17 16:45:03 +08:00
RAM	b2908b8e82	[New][RL] Support Rollout Routing Replay (#5405) ... * [RL] Support Rollout Routing Replay * add routing indices cache * fix config bug and moe forward bug * R3 Support GLM * support eb4.5 * fix merge bug * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * add routing replay ci * support glm topk * support orther top_k * fix ci bug * pre-commit * only support chatcmpl * Revert "Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402)" This reverts commit c45e064f3d. * Fix XPU and NPU bug --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Yuanle Liu <yuanlehome@163.com>	2025-12-05 22:06:26 +08:00
Jiang-Jia-Jun	c45e064f3d	Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402) ... This reverts commit 96d2d4877b.	2025-12-05 20:19:39 +08:00
RAM	96d2d4877b	[RL] Support Rollout Routing Replay (#5321) ... * [RL] Support Rollout Routing Replay * add routing indices cache * fix config bug and moe forward bug * R3 Support GLM * support eb4.5 * fix merge bug * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * add routing replay ci * support glm topk * support orther top_k * fix ci bug * pre-commit * only support chatcmpl --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Yuanle Liu <yuanlehome@163.com>	2025-12-05 20:01:33 +08:00
Longzhi Wang	5cd17fd662	[Models] Add forward_meta to moe models' forward function (#5138) ... * [Models] Add forward_meta to moe models' forward function * fix missing param * fix * fix * fix forward_meta * fix test and remove chunked MoE releated in config * fix test * fix * fix	2025-12-04 13:26:58 +08:00
fmiao2372	209006e6a6	[Intel HPU] fix memory fragmentation issue due to warmup process and fix moe all_reduce issue (#5357)	2025-12-04 11:29:41 +08:00
lzy	690bcb8e50	[Optimization] 1.fix tp+ep moe_forward; 2.set max_prefill_batch=env.MAX_PREFILL_NUM (#5315)	2025-12-03 13:33:15 +08:00
K11OntheBoat	2e1680838f	[PD Disaggregation] Support PD deployment of DeepSeekv3. (#5251) ... * Support deepseekv3 cache transfer for PD deploy * clean some log info --------- Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>	2025-12-02 14:11:50 +08:00
Longzhi Wang	add524d80c	[Feature] support chunked moe (#4575) ... * [Feature] support chunked moe * update * update * fix and add test * update * fix conflict and modity test * fix fused_moe * fix fused_moe * fix docstring * fix * fix typo * fix test * fix * fix * fix test * fix test	2025-12-01 15:17:18 +08:00
Yuanle Liu	cb56d46694	[Optimization] Refine row parallel bias and nranks and moe all_reduce (#5247) ... * rename nranks to tp_size and fix bias in v1 loader * fix * update	2025-11-26 05:09:09 -08:00
xiaoxiaohehe001	e150a418d4	support moe offline quant (#5142)	2025-11-24 18:59:18 +08:00
xiaoxiaohehe001	6471dade4a	[Fix] Fix noaux ep test (#5161) ... * support noaux eplb * noaux_eplb * noaux_eplb * noaux_eplb * noaux_eplb	2025-11-21 16:36:41 +08:00
xiaoxiaohehe001	6ca2651995	[Feature] Support noaux for eplb (#5143) ... * support noaux eplb * noaux_eplb * noaux_eplb * noaux_eplb	2025-11-21 14:10:32 +08:00
Sunny-bot1	43f0c7557e	[Feature] Add an unquantized option for MoE and Dense quant type (#4813)	2025-11-19 16:24:03 +08:00
bukejiyu	a82f25ea7b	[RL]Resolve shape mismatch problems in RL-related modules (#5032) ... * RL fix * update	2025-11-19 11:12:48 +08:00
MingkunZhang	a36c958c66	[Metax] support default_v1 loader based #4988 (#5001)	2025-11-18 09:44:30 +08:00
yzwu	76e60e98f8	[Iluvatar][CI] fix safetensors_rust.SafetensorError: framework paddle is invalid (#4972)	2025-11-12 14:13:40 +08:00
bukejiyu	b09ebb2813	refactor pt loading (#4532)	2025-11-11 21:30:39 +08:00
yzwu	3707af7a4f	[Iluvatar] add vl into ci and support v1 loader (#4774)	2025-11-11 10:50:17 +08:00
Yuanle Liu	3dc0ffa46d	[TSP] Support qwen3 moe tsp + cudagraph (#4871) ... * support qwen3_moe tsp mode * fix * fix * update * update * update * fix * support external_rmsnorm * update * fix	2025-11-10 23:37:51 +08:00
zhupengyang	b54eb7ad81	[XPU] ep+tp all2all (#4836)	2025-11-06 17:26:14 +08:00
K11OntheBoat	62dfad4a5f	[PD Disaggregation] Support Qwen3-MoE use PD + EP inference. (#4691) ... support Qwen-MoE PD/EP	2025-11-06 10:32:15 +08:00
zhupengyang	2fd254e5b7	support ep+tp at op layer (#4688)	2025-11-05 11:15:57 +08:00
Haonan Luo	1b9f351d21	Support GPT-OSS-BF16 (#4240) ... * [Feature] AppendAtten support sinks & HEAD_DIM=64 * fix bug * fix bug * fix bug * fix bug * [Feature] support gpt-oss * fix bug * add mask * support-gpt-oss * support-gpt-oss * fix long seq * support wint8 * support wint8 * support wint8 * update test * change sliding windows init pos --------- Co-authored-by: ming1753 <ideaminghp@163.com> Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com> Co-authored-by: ming1753 <61511741+ming1753@users.noreply.github.com>	2025-10-20 14:44:58 +08:00
SuperNova	80a16c4c87	[fix] adjust mctlass moe api (#4474)	2025-10-20 14:23:54 +08:00
xiaozude	7c919070f7	[Metax] support cutlass moe & optimize flash attention (#4208)	2025-09-29 11:22:43 +08:00
fmiao2372	f1b5392e20	[Intel HPU] Support intel hpu platform (#4161) ... * [Intel HPU] Support intel hpu platform * fix some issues * apply precommit and move AttentionBackend_HPU * fix format issue * correct ops import * fix ci issue * update code in layers * fix code style issue * remove dense tp moe ep mode * fix enc_dec_block_num * fix rebase issue * rename hpu to gaudi in readme * rename ForwardMeta_HPU to HPUForwardMeta	2025-09-24 12:27:50 +08:00
chen	1a6283424e	Fix noaux_tc cuda Error 700 in CUDAGraph (#4174)	2025-09-23 18:41:33 +08:00
zhupengyang	9409665713	[xpu] support ep (#4067)	2025-09-15 13:53:11 +08:00
bukejiyu	29ed617f0f	[v1 loader]qwen Offline fp8 (#4036) ... * support offline fp8 * update ut * update ut * update ut * fix * update * update	2025-09-15 13:44:11 +08:00
chen	4859f40b20	[Feature] GLM-45-AIR Support Mix Quantization(Dense wfp8afp8 and wint8 triton_moe_backend) (#4051)	2025-09-11 20:08:09 +08:00
YuanRisheng	0a1ce612c2	V1 loader support ep (#3801)	2025-09-03 16:05:41 +08:00
bukejiyu	b6a4115369	[v1loader]Reduce EB300B model loading time (#3700) ... * speed up eb45 * update	2025-09-02 19:13:57 +08:00
lizexu123	455205f991	[Features] support hugging face qwen3 moe (#3649) ... * split ut * qwen3-30B-A3B * fix * add test * add test_torch_model.py * fix test_torch_model.py * delete print * fix moe * delete init.py * fix * fix --------- Co-authored-by: bukejiyu <395822456@qq.com> Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com>	2025-08-30 15:26:05 +08:00
Zero Rains	e37e86b3b8	[V1 Loader]support param create and load for wint2 and xpu backend (#3581) ... * support wint2 backend' * [V1 Loader]support param create and load for wint2 and xpu backend * update weight shape name * update * update * update baseline.txt * update model name * update baseline.txt * fix codestyle * remove debug coode	2025-08-28 09:49:36 +08:00
xiaoxiaohehe001	9afa236e39	[NewFeatures] support eplb (#3547) ... * [NewFeatures] support eplb * fix eplb	2025-08-26 16:19:30 +08:00
lzy	d339df2e90	Supports DP+TP+EP hybrid parallel deployment strategy (#3489) ... * Support DP+TP+EP hybrid parallel deployment strategy * Support DP+TP+EP hybrid parallel deployment strategy * fix conflict * add moe_tp_ep function split_allgather_out * del tp_group in moe_cutlass_backend * for ci * fix parallel_config for ci * del log	2025-08-26 00:04:01 -07:00
lizexu123	c43a4bec00	[Features] support hugging face qwen3 dense and qwen2 model (#3574) ... * support qwen2 and qwen3 hugging face * fix moe * defualt_v1 loader * hugging_face_format deprecated * modify hugging_face_foramt to model_format * model_format auto * fix environemt * fix bug * fix qwen3-0.6 bug * model_format is str * fix	2025-08-26 10:54:53 +08:00
bukejiyu	77514e3e1e	[V1 Loader] support weight_only (#3413) ... * support wint4/wint8 * delete smoe case * update ci * print log	2025-08-23 13:13:41 +08:00
YuanRisheng	85fbf5455a	[V1 Loader]Ernie VL support loader v1 (#3494) ... * ernie vl support new loader * add unittest * fix test	2025-08-22 11:16:57 +08:00
YuanRisheng	09c979f3dd	[V1 Loader] Support Ernie text（moe and dense） (#3110) ... * new loader support 0.3B * fix weight * support parallel load * support parallel load * fix slice * support moe * delete code * perfect code * perfect code	2025-08-14 20:25:28 +08:00
Kane2011	b4fef2cf29	[MetaxGPU] Support FastDeploy on metax gpu (#3241) ... * [MetaxGPU] Support FastDeploy on metax gpu * Update metax_worker.py 1. change worker log; 2. remove custom allreduce, adapt it later; 3. remove cuda graph; * Update __init__.py 1. remove metax's key work comment * Update __init__.py 1. remove metax's key word comment; 2. add fused_moe_kernel_paddle import --------- Co-authored-by: yongqiangma <xing.wo@163.com>	2025-08-13 11:11:54 +08:00
Zero Rains	42af0b4b64	[V1 Loader] Support DeepSeekV3(bf16) (#3294) ... * Support new loader for DeepSeekV3(bf16) * update paddle version * remove useless attr	2025-08-11 13:39:28 +08:00
gaoziyuan	a799d14df1	[Bugfix] Fix model accuracy in some ops (#3231) ... * fix noaux_tc op * fix * update * fix qk norm * fix linear for prequant loader * test * fix * fix * rm some print * fix noaux_tc op * test * Fix the confused enable_early_stop when only set early_stop_config (#3214) * fix the confused early_stop_config when only set early_stop_config * pre-commit * write a general method * Add ci case for min token and max token (#3229) Co-authored-by: xujing43 <xujing43@baidu.com> * add some evil cases (#3240) * add repitation early stop cases * add repitation early stop cases * add bad cases * add bad cases * add evil cases * qwen3_moe (#3084) * [Feature] support seed parameter (#3161) * support seed * fix * add SamplingMetadata seed test * The next_tokens values are inconsistent! * add air and rejection seed test * fix * add SamplingParams seed test * fix seed=0 * Default to defualt * fix * fix args_utils * fix review * fix review * fix * fix * add xpu,gcu,iluvatar support seed * fix * 【Fix Bug】 修复 fa3 支持集中式bug (#3235) * fix fa3 集中式bug * 增加qknorm参数 * fix qk norm * fix * update * fix linear for prequant loader * fix * fix * rm some print * fix * fix moe init weight&scale * fix moe init weight&scale --------- Co-authored-by: bukejiyu <395822456@qq.com> Co-authored-by: yuanxiaolan <yuanxiaolan01@baidu.com> Co-authored-by: Zero Rains <linjunlu@zerorains.top> Co-authored-by: xjkmfa <108254620+xjkmfa@users.noreply.github.com> Co-authored-by: xujing43 <xujing43@baidu.com> Co-authored-by: Divano <dddivano@outlook.com> Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com> Co-authored-by: lizexu123 <39205361+lizexu123@users.noreply.github.com> Co-authored-by: yangjianfengo1 <125249383+yangjianfengo1@users.noreply.github.com> Co-authored-by: qingqing01 <dangqingqing@baidu.com>	2025-08-08 17:30:37 +08:00
Zero Rains	ce1f353c70	Move create_parameters to __init__ in FuseMOE for CultassBackend and TritonBackend (#3148) ... * w4a8 bug * fix w4a8 bug * remove code * modify the triton backend * fix ep * fix the bug with tensor_wise_fp8 in triton backend * fix the RL * fix bug by merge * fix the bug in w4a8 * fix the tensor_wise_fp8 bug * fix RL	2025-08-08 15:55:47 +08:00
bukejiyu	20839abccf	qwen3_moe (#3084)	2025-08-06 14:45:27 +08:00
Yuan Xiaolan	5f56d289a7	fix is_permuted (#3098) ... Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>	2025-07-31 19:58:05 +08:00