repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
sglang | python/sglang/srt/models/qwen3_next_mtp.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 153 | 6,274 |
sglang | python/sglang/srt/models/kimi_k25_eagle3.py | .py | """EAGLE3 / EAGLE3.1 draft model with MLA attention for Kimi-K2.x.
The ``kimi-k2.5-eagle3-mla`` checkpoint pairs an EAGLE3 layout
(concatenated [embed_norm, hidden_norm] pre-attention input, fc projection
over the concatenated multi-layer aux hidden states, single decoder layer,
dense MLP) with DeepSeek-V2 multi-laten... | 521 | 21,004 |
sglang | python/sglang/srt/models/gemma2_reward.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 76 | 2,791 |
sglang | python/sglang/srt/models/gemma3_causal.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 1,088 | 41,523 |
sglang | python/sglang/srt/models/internlm2_reward.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 70 | 2,695 |
sglang | python/sglang/srt/models/glmasr.py | .py | # Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 172 | 6,085 |
sglang | python/sglang/srt/models/mistral.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 196 | 8,163 |
sglang | python/sglang/srt/models/deepseek_vl2.py | .py | from typing import Iterable, List, Optional, Tuple
import torch
import torch.nn.functional as F
from einops import rearrange, repeat
from torch import nn
from sglang.srt.configs.deepseekvl2 import (
DeepseekVL2Config,
DeepseekVL2MlpProjectorConfig,
)
from sglang.srt.layers.linear import ReplicatedLinear
from ... | 371 | 13,368 |
sglang | python/sglang/srt/models/interns2preview.py | .py | # Models
from sglang.srt.models.qwen3_5 import Qwen3_5MoeForConditionalGeneration
class InternS2PreviewForConditionalGeneration(Qwen3_5MoeForConditionalGeneration):
"""InternS2Preview Vision-Language Model."""
EntryClass = [InternS2PreviewForConditionalGeneration]
| 10 | 273 |
sglang | python/sglang/srt/models/mimo.py | .py | # Adapted from qwen2.py
from typing import Iterable, Optional, Tuple
import torch
from torch import nn
from sglang.srt.layers.logits_processor import LogitsProcessor
from sglang.srt.layers.pooler import Pooler, PoolingType
from sglang.srt.layers.quantization.base_config import QuantizationConfig
from sglang.srt.laye... | 161 | 5,662 |
sglang | python/sglang/srt/models/qwen2_moe.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 1,257 | 47,834 |
sglang | python/sglang/srt/models/persimmon.py | .py | from collections.abc import Iterable
from typing import Optional
import torch
from torch import nn
from transformers import PersimmonConfig
from sglang.srt.distributed import get_pp_group
from sglang.srt.layers.activation import get_act_fn
from sglang.srt.layers.linear import (
ColumnParallelLinear,
QKVParall... | 332 | 11,261 |
sglang | python/sglang/srt/models/voxtral.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Adapted from:
# https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/voxtral.py
# https://huggingface.co/mistralai/Voxtral-Mini-3B-2507
#
# Copyright 2025 Mistral AI and the HuggingFace Inc.... | 447 | 17,127 |
sglang | python/sglang/srt/models/step3p5.py | .py | from typing import Any, Dict, Iterable, Optional, Tuple, Union
import torch
import torch.nn.functional as F
from torch import nn
from sglang.srt.distributed import (
get_pp_group,
tensor_model_parallel_all_reduce,
)
from sglang.srt.eplb.expert_distribution import get_global_expert_distribution_recorder
from s... | 1,040 | 40,365 |
sglang | python/sglang/srt/models/olmo2.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 486 | 16,947 |
sglang | python/sglang/srt/models/orion.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Adapted from
# https://huggingface.co/OrionStarAI/Orion-14B-Base/blob/main/modeling_orion.py
# Copyright (c) OrionStar Inc.
# LICENSE: https://huggingface.co/OrionStarAI/Orion-14B-Base/blob/main/LICENSE
# Adapt... | 371 | 13,020 |
sglang | python/sglang/srt/models/arcee.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 531 | 18,815 |
sglang | python/sglang/srt/models/step3p7.py | .py | from typing import Iterable, List, Optional, Tuple
import torch
from torch import nn
from transformers.activations import ACT2FN
from sglang.srt.configs.step3p7 import Step3p7Config
from sglang.srt.layers.linear import ColumnParallelLinear
from sglang.srt.layers.quantization.base_config import QuantizationConfig
from... | 201 | 8,003 |
sglang | python/sglang/srt/models/granitemoe.py | .py | """Inference-only GraniteMoe model."""
from typing import Iterable, Optional
import torch
from torch import nn
from transformers import GraniteConfig
from sglang.srt.layers.layernorm import RMSNorm
from sglang.srt.layers.linear import (
QKVParallelLinear,
ReplicatedLinear,
RowParallelLinear,
)
from sglan... | 388 | 13,743 |
sglang | python/sglang/srt/models/qwen3_vl_moe.py | .py | # Copyright 2025 Qwen Team
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | 389 | 16,056 |
sglang | python/sglang/srt/models/longcat_flash_nextn.py | .py | # Apache License, Version 2.0:
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, ... | 687 | 29,244 |
sglang | python/sglang/srt/models/phi4mm_audio.py | .py | # Copyright 2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, so... | 1,261 | 48,877 |
sglang | python/sglang/srt/models/qwen3_omni_moe.py | .py | # Copyright 2025 Qwen Team
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | 734 | 27,912 |
sglang | python/sglang/srt/models/qwen3_5_text.py | .py | # Copyright 2025 Qwen Team
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | 226 | 8,174 |
sglang | python/sglang/srt/models/minimax_m3.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 1,822 | 70,848 |
sglang | python/sglang/srt/models/mimo_v2_nextn.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 398 | 14,732 |
sglang | python/sglang/srt/models/gpt_oss.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 1,425 | 53,805 |
sglang | python/sglang/srt/models/apertus.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2025 The SwissAI Initiative
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You ... | 682 | 25,095 |
sglang | python/sglang/srt/models/gpt2.py | .py | # coding=utf-8
# Adapted from
# https://github.com/huggingface/transformers/blob/v4.28.0/src/transformers/models/gpt2/modeling_gpt2.py
# Copyright 2023 The vLLM team.
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under th... | 290 | 9,791 |
sglang | python/sglang/srt/models/ernie45_moe_vl.py | .py | # Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 553 | 20,620 |
sglang | python/sglang/srt/models/mimo_v2_asr.py | .py | """MiMo-V2-ASR model.
Reuses the LM scaffold of ``MiMoForCausalLM`` and adds audio encoder
components via ``AudioEncoderMixin``. The encoder modules are attached as
top-level attributes (no ``audio_encoder.`` prefix) so the checkpoint
state_dict aligns 1:1 with ``self.named_parameters()``.
"""
import logging
from typ... | 131 | 4,685 |
sglang | python/sglang/srt/models/qwen2.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 770 | 28,482 |
sglang | python/sglang/srt/models/bailing_moe_nextn.py | .py | # coding=utf-8
# Copyright 2023 Antgroup and The HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to GPT... | 256 | 9,307 |
sglang | python/sglang/srt/models/xverse.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 385 | 14,113 |
sglang | python/sglang/srt/models/qwen2_vl.py | .py | # coding=utf-8
# Adapted from
# https://github.com/huggingface/transformers/blob/19e6e80e10118f855137b90740936c0b11ac397f/src/transformers/models/qwen2_vl/modeling_qwen2_vl.py
# Copyright 2024 The Qwen team.
# Copyright 2023 The vLLM team.
# Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved.
... | 636 | 22,101 |
sglang | python/sglang/srt/models/ernie4.py | .py | # Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 434 | 16,322 |
sglang | python/sglang/srt/models/ernie4_eagle.py | .py | # Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 204 | 7,221 |
sglang | python/sglang/srt/models/glm4_moe_lite_nextn.py | .py | # Copyright 2026-2027 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 183 | 6,571 |
sglang | python/sglang/srt/models/qwen3_5_mtp.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 436 | 16,363 |
sglang | python/sglang/srt/models/dflash.py | .py | # Adapted from the DFlash reference implementation (HF) but implemented with
# SGLang primitives (RadixAttention + SGLang KV cache). This model intentionally
# does not include token embeddings or an LM head; DFlash uses the target model's
# embedding/lm_head.
from __future__ import annotations
import logging
from ty... | 633 | 25,323 |
sglang | python/sglang/srt/models/dbrx.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#... | 469 | 16,142 |
sglang | python/sglang/srt/models/step3_vl.py | .py | import logging
import math
from math import sqrt
from typing import Any, Dict, Iterable, List, Optional, Tuple
import torch
from torch import nn
from torch.nn import LayerNorm
from torch.nn import functional as F
from transformers import PretrainedConfig
from transformers.activations import ACT2FN
from sglang.srt.con... | 1,049 | 37,756 |
sglang | python/sglang/srt/models/gemma2.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#... | 503 | 17,458 |
sglang | python/sglang/srt/models/glm4.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 633 | 23,070 |
sglang | python/sglang/srt/models/deepseek_ocr.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2025 The SwissAI Initiative
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You ... | 1,923 | 68,110 |
sglang | python/sglang/srt/models/sarashina2_vision.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 269 | 10,913 |
sglang | python/sglang/srt/models/opt.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 638 | 23,348 |
sglang | python/sglang/srt/models/interns1pro.py | .py | import functools
import logging
from typing import Any, Dict, Iterable, Optional, Tuple
import torch
from transformers import PretrainedConfig
from sglang.srt.layers.moe.topk import TopK
from sglang.srt.layers.quantization.base_config import QuantizationConfig
from sglang.srt.layers.rotary_embedding import get_rope
f... | 253 | 9,157 |
sglang | python/sglang/srt/models/gemma3n_mm.py | .py | import logging
import re
from functools import lru_cache
from typing import Iterable, List, Optional, Set, Tuple, TypedDict, Union
import torch
from torch import nn
from transformers import (
Gemma3nAudioConfig,
Gemma3nConfig,
Gemma3nTextConfig,
Gemma3nVisionConfig,
PreTrainedModel,
)
from transfor... | 534 | 20,317 |
sglang | python/sglang/srt/models/qwen3_next.py | .py | import enum
import logging
from typing import Any, Iterable, Optional, Set, Tuple
import torch
import triton
from torch import nn
from sglang.kernels.ops.attention.fla.fused_norm_gate import FusedRMSNormGated
from sglang.kernels.ops.attention.fla.layernorm_gated import RMSNorm as RMSNormGated
from sglang.kernels.ops.... | 1,294 | 48,003 |
sglang | python/sglang/srt/models/gpt_j.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#... | 330 | 10,906 |
sglang | python/sglang/srt/models/sdar_moe.py | .py | # coding=utf-8
"""
SGLang SDARMoeModelLM (block diffusion / dLLM-style forward) with MoE MLP.
"""
import logging
from typing import Iterable, Optional, Tuple, Union
import torch
from torch import nn
from transformers import PretrainedConfig
from sglang.srt.distributed import (
get_pp_group,
tensor_model_para... | 732 | 25,224 |
sglang | python/sglang/srt/models/step3_vl_10b.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""This is basically a copy from perception_models/core/vision_encoder/pe.py"""
from functools import partial
from typing import Callable, Iterable, List, Optional, Tuple
import torch
from einops import rearrang... | 634 | 22,864 |
sglang | python/sglang/srt/models/mimo_mtp.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Adapted from https://github.com/vllm-project/vllm/pull/17433/files and deepseek_nextn.py
from typing import Iterable, Optional, Tuple
import torch
from torch import nn
from transformers import PretrainedConfi... | 207 | 7,384 |
sglang | python/sglang/srt/models/paddleocr_vl.py | .py | # Reference: ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddleocr-genai-vllm-server:latest
# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy... | 741 | 25,815 |
sglang | python/sglang/srt/models/gemma4_mtp.py | .py | # Copyright 2026 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, so... | 405 | 15,960 |
sglang | python/sglang/srt/models/zaya.py | .py | # SPDX-License-Identifier: Apache-2.0
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by... | 1,656 | 67,866 |
sglang | python/sglang/srt/models/siglip2.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2026 Liquid AI. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of th... | 608 | 21,465 |
sglang | python/sglang/srt/models/exaone_moe_mtp.py | .py | # Copyright 2025 The LG AI Research Team
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | 107 | 3,820 |
sglang | python/sglang/srt/models/minicpmv_vit.py | .py | # Copyright 2026 The SGLang team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
"""Vision Transformer for MiniCPM-V 4.6.
Compared to 4.5 ... | 551 | 20,937 |
sglang | python/sglang/srt/models/qwen3_classification.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 152 | 5,747 |
sglang | python/sglang/srt/models/kimi_vl_moonvit.py | .py | # SPDX-License-Identifier: Apache-2.0
# ruff: noqa: E501
# Adapted from https://huggingface.co/moonshotai/Kimi-VL-A3B-Instruct/blob/main/modeling_kimi_vl.py
# Shared MoonViT building blocks for kimi_vl.py and kimi_k25.py
# Copyright 2025 The Moonshot AI Team, DeepSeek-AI, and HuggingFace Inc. team. All rights reserved.... | 694 | 25,890 |
sglang | python/sglang/srt/models/mistral_large_3_eagle.py | .py | # Adapted from https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/mistral_large_3_eagle.py
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from typing import Optional
import torch
from transformers import PretrainedConfig
from sglang.sr... | 84 | 3,153 |
sglang | python/sglang/srt/models/gemma4_vision.py | .py | # Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, so... | 599 | 21,881 |
sglang | python/sglang/srt/models/llama_eagle3.py | .py | """
Copyright 2023-2024 SGLang Team
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, softwar... | 377 | 14,017 |
sglang | python/sglang/srt/models/llama.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 936 | 34,803 |
sglang | python/sglang/srt/models/whisper.py | .py | from __future__ import annotations
from array import array
from typing import Any, Iterable, Optional, Tuple
import torch
from transformers import WhisperConfig
from sglang.srt.layers.activation import get_act_fn
from sglang.srt.layers.linear import (
ColumnParallelLinear,
QKVParallelLinear,
RowParallelL... | 494 | 18,434 |
sglang | python/sglang/srt/models/exaone4.py | .py | from collections.abc import Iterable
from typing import Any, List, Optional, Tuple, Union
import torch
from torch import nn
from transformers import Exaone4Config
from sglang.srt.distributed import get_pp_group
from sglang.srt.layers.activation import SiluAndMul
from sglang.srt.layers.layernorm import RMSNorm
from sg... | 714 | 25,371 |
sglang | python/sglang/srt/models/xverse_moe.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 482 | 17,207 |
sglang | python/sglang/srt/models/teleflm.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Adapted from
# https://github.com/huggingface/transformers/blob/v4.28.0/src/transformers/models/llama/modeling_llama.py
# Copyright 2023 The vLLM team.
# Copyright 2022 EleutherAI and the HuggingFace Inc. team.... | 105 | 3,972 |
sglang | python/sglang/srt/models/glm4_moe_nextn.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 168 | 6,015 |
sglang | python/sglang/srt/models/minimax_m3_vl.py | .py | # SPDX-License-Identifier: Apache-2.0
import logging
from typing import Iterable, List, Optional, Tuple
import torch
import torch.nn as nn
from sglang.srt.distributed import (
get_pp_group,
)
from sglang.srt.layers.logits_processor import LogitsProcessor
from sglang.srt.layers.moe.utils import (
get_moe_a2a_... | 423 | 16,080 |
sglang | python/sglang/srt/models/torch_native_llama.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 507 | 18,502 |
sglang | python/sglang/srt/models/mellum.py | .py | # Copyright 2023-2026 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 596 | 21,183 |
sglang | python/sglang/srt/models/roberta.py | .py | # SPDX-License-Identifier: Apache-2.0
import os
from typing import Iterable, Optional, Tuple
import torch
from torch import nn
from sglang.srt.layers.pooler import CrossEncodingPooler, Pooler, PoolingType
from sglang.srt.layers.quantization.base_config import QuantizationConfig
from sglang.srt.layers.sparse_pooler i... | 339 | 11,907 |
sglang | python/sglang/srt/models/hunyuan_v3_nextn.py | .py | # coding=utf-8
# Copyright 2026 The HunYuan team.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agr... | 259 | 8,987 |
sglang | python/sglang/srt/models/nano_nemotron_vl.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 392 | 15,912 |
sglang | python/sglang/srt/models/moss_vl.py | .py | """PyTorch Moss-VL model for SGLang - Qwen3VL Vision + Text with Cross Attention."""
from __future__ import annotations
import logging
from array import array
from functools import partial
from typing import Iterable, List, Optional, Tuple
import torch
import torch.nn as nn
from einops import rearrange
from transfor... | 1,737 | 65,136 |
sglang | python/sglang/srt/models/internlm2.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#... | 361 | 13,222 |
sglang | python/sglang/srt/models/olmoe.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 440 | 16,156 |
sglang | python/sglang/srt/models/minicpm.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 400 | 14,538 |
sglang | python/sglang/srt/models/interns1.py | .py | from typing import Iterable, List, Optional, Tuple
import torch
from torch import nn
from transformers import PretrainedConfig
from sglang.srt.layers.attention import vision_utils
from sglang.srt.layers.moe.fused_moe_triton.layer import FusedMoE
from sglang.srt.layers.quantization.base_config import QuantizationConfi... | 275 | 11,705 |
sglang | python/sglang/srt/models/deepseek_v4.py | .py | from __future__ import annotations
import concurrent.futures
import functools
import logging
import time
from contextlib import contextmanager, nullcontext
from typing import (
TYPE_CHECKING,
Any,
Callable,
Iterable,
List,
NamedTuple,
Optional,
Set,
Tuple,
Union,
)
import torch... | 3,396 | 134,223 |
sglang | python/sglang/srt/models/llada2.py | .py | # coding=utf-8
# Copyright 2023 Antgroup and The HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to GPT... | 985 | 36,227 |
sglang | python/sglang/srt/models/granitemoehybrid.py | .py | from typing import Iterable, Optional
import torch
from torch import nn
from transformers.models.granitemoeshared import GraniteMoeSharedConfig
from sglang.srt.configs.granitemoehybrid import GraniteMoeHybridConfig
from sglang.srt.distributed import get_pp_group
from sglang.srt.layers.activation import SiluAndMul
fro... | 741 | 26,385 |
sglang | python/sglang/srt/models/bailing_moe_linear.py | .py | # coding=utf-8
# Copyright 2023 Antgroup and The HuggingFace Inc. team. All rights reserved.
import copy
import logging
from typing import Callable, Iterable, Optional, Set, Tuple, Union
import torch
import torch.nn.functional as F
from torch import nn
from transformers import PretrainedConfig
from sglang.kernels.ops... | 1,603 | 60,499 |
sglang | python/sglang/srt/models/iquest_loopcoder.py | .py | # Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 499 | 18,435 |
sglang | python/sglang/srt/models/nemotron_nas.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 439 | 16,057 |
sglang | python/sglang/srt/models/mindspore.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the SGLang project
from __future__ import annotations
import logging
from typing import Any, Iterable, List, Optional, Tuple
import torch
from sglang.srt.layers.logits_processor import LogitsProcessorOutput
from sglang.srt.laye... | 364 | 13,079 |
sglang | python/sglang/srt/models/lfm2_moe.py | .py | """
LFM2-MoE (Liquid Foundation Model 2 - Mixture of Experts) implementation for SGLang.
This is a hybrid architecture with attention, ShortConv, and MoE layers:
- Attention layers use standard KV cache (RadixAttention)
- Conv layers use MambaPool for state caching (via HybridReqToTokenPool)
- First `num_dense_layers`... | 743 | 27,685 |
sglang | python/sglang/srt/models/deepseek.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# ... | 525 | 18,676 |
sglang | python/sglang/srt/models/falcon_h1.py | .py | import logging
from typing import Any, Iterable, List, Optional, Set, Tuple
import torch
from torch import nn
from sglang.srt.configs.falcon_h1 import FalconH1Config
from sglang.srt.distributed import get_pp_group
from sglang.srt.layers.activation import SiluAndMul
from sglang.srt.layers.attention.hybrid_linear_attn_... | 568 | 20,761 |
sglang | python/sglang/srt/models/muse_glimmer.py | .py | # Copyright 2023-2026 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 1,028 | 36,801 |
sglang | python/sglang/srt/models/longcat_flash.py | .py | # Apache License, Version 2.0:
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, ... | 1,171 | 47,682 |
sglang | python/sglang/srt/models/bailing_moe.py | .py | # coding=utf-8
# Copyright 2023 Antgroup and The HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to GPT... | 1,042 | 38,205 |
sglang | python/sglang/srt/models/kimi_vl.py | .py | # SPDX-License-Identifier: Apache-2.0
# ruff: noqa: E501
# Adapted from https://huggingface.co/moonshotai/Kimi-VL-A3B-Instruct/blob/main/modeling_kimi_vl.py
# Copyright 2025 The Moonshot AI Team, DeepSeek-AI, and HuggingFace Inc. team. All rights reserved.
#
# The code is based on llava (llava/modeling_llava.py) and De... | 366 | 14,804 |
sglang | python/sglang/srt/models/lfm2.py | .py | """
LFM2 (Liquid Foundation Model 2) implementation for SGLang.
This is a hybrid architecture with both attention and short conv layers.
- Attention layers use standard KV cache (RadixAttention)
- Conv layers use MambaPool for state caching (via HybridReqToTokenPool)
The model uses a gated 1D causal convolution (kern... | 701 | 24,618 |
sglang | python/sglang/srt/models/parakeet.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2026 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 185 | 7,337 |
sglang | python/sglang/srt/models/transformers.py | .py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# Copyright 2025 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 1,639 | 61,642 |
sglang | python/sglang/srt/models/exaone.py | .py | # Copyright 2024 The LGcns AI Engineering Team
# Copyright 2023-2024 SGLang Team
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless re... | 378 | 13,546 |
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