Data Race

อันดับการดาวน์โหลด Hugging Face

โมเดลที่ถูกดาวน์โหลดมากที่สุดบน Hugging Face รายวัน 12/5/2569 - 25/10/2569

สรุป

ใน 25/10/2569 sentence-transformers/all-MiniLM-L6-v2 ครองอันดับหนึ่งด้วย 194M ตามด้วย cross-encoder/ms-marco-MiniLM-L6-v2 (72M)

jonatasgrosman/wav2vec2-large-xlsr-53-japanese ขยับขึ้น 130 อันดับนับตั้งแต่ 12/5/2569

อันดับทั้งหมด

ชุดข้อมูลที่สมบูรณ์ - 25/10/2569

อันดับประเทศค่าว/วΔ อันดับ
1sesentence-transformers/all-MiniLM-L6-v2sentence-transformers/all-MiniLM-L6-v2193.9M+0.3—
2crcross-encoder/ms-marco-MiniLM-L6-v2cross-encoder/ms-marco-MiniLM-L6-v271.6M+0.3—
3BABAAI/bge-small-en-v1.5BAAI/bge-small-en-v1.554.1M+0.2—
4sesentence-transformers/paraphrase-multilingual-MiniLM-L12-v2sentence-transformers/paraphrase-multilingual-MiniLM-L12-v240.4M-0.5—
5gogoogle/electra-base-discriminatorgoogle/electra-base-discriminator35.1M-5.0—
6gogoogle-bert/bert-base-uncasedgoogle-bert/bert-base-uncased29.9M+5.9+1
7BABAAI/bge-m3BAAI/bge-m329.8M+0.5-1
8CoComfy-Org/MiniMax-H3Comfy-Org/MiniMax-H326M+1.9—
9QwQwen/Qwen3-0.6BQwen/Qwen3-0.6B24.9M-0.9—
10gogoogle-t5/t5-smallgoogle-t5/t5-small24.5M+2.2—
11opopenai-community/gpt2openai-community/gpt220.1M+6.7—
12sesentence-transformers/all-mpnet-base-v2sentence-transformers/all-mpnet-base-v218.3M+2.2—
13titimm/mobilenetv3_small_100.lamb_in1ktimm/mobilenetv3_small_100.lamb_in1k17M+0.1—
14opopenai/clip-vit-base-patch32openai/clip-vit-base-patch3216.6M+1.5—
15jojonatasgrosman/wav2vec2-large-xlsr-53-japanesejonatasgrosman/wav2vec2-large-xlsr-53-japanese16.1M+1.6—
16auautogluon/chronos-2autogluon/chronos-215.5M+12.4+3
17BABAAI/bge-reranker-v2-m3BAAI/bge-reranker-v2-m314.7M+0.3-1
18gogoogle/vit-base-patch16-224google/vit-base-patch16-22414.5M+3.5—
19amamazon/chronos-2amazon/chronos-214M-1.3-2
20nonomic-ai/nomic-embed-text-v1.5nomic-ai/nomic-embed-text-v1.512.4M+0.1—
21arargmaxinc/whisperkit-coremlargmaxinc/whisperkit-coreml11.7M+1.5—
22QwQwen/Qwen3-4BQwen/Qwen3-4B11.4M-0.3—
23hehexgrad/Kokoro-82Mhexgrad/Kokoro-82M10.3M+1.8—
24QwQwen/Qwen3-14BQwen/Qwen3-14B10M+6.4+2
25CoComfy-Org/Qwen-Image-2.1Comfy-Org/Qwen-Image-2.19.9M-1.0-1
26BABAAI/bge-large-en-v1.5BAAI/bge-large-en-v1.59.7M+0.7-1
27inintfloat/multilingual-e5-smallintfloat/multilingual-e5-small9.3M+1.1—
28CoComfy-Org/Z-Image-TurboComfy-Org/Z-Image-Turbo8.9M+0.7+1
29BiBingsu/adetailerBingsu/adetailer8.7M+0.5+1
30sesentence-transformers/paraphrase-multilingual-mpnet-base-v2sentence-transformers/paraphrase-multilingual-mpnet-base-v28.7M+1.0+2
31BABAAI/bge-base-en-v1.5BAAI/bge-base-en-v1.58.6M+0.1—
32gogoogle/gemma-4-26B-A4B-itgoogle/gemma-4-26B-A4B-it8.6M-5.3-4
33gogoogle/gemma-4-31B-itgoogle/gemma-4-31B-it8.5M-0.3—
34FaFacebookAI/xlm-roberta-baseFacebookAI/xlm-roberta-base8.2M+1.3+1
35QwQwen/Qwen3-Embedding-0.6BQwen/Qwen3-Embedding-0.6B8.2M+1.0+1
36QwQwen/Qwen3-8BQwen/Qwen3-8B8.2M+1.0+1
37CoComfy-Org/Wan-2.2Comfy-Org/Wan-2.28.2M+2.2+1
38fafacebook/contrieverfacebook/contriever8M+1.4+1
39QwQwen/Qwen3.8-27BQwen/Qwen3.8-27B7.9M+1.8+1
40mumudler/locate-anything.cpp-ggufmudler/locate-anything.cpp-gguf7.8M-5.7-6
41QwQwen/Qwen3.5-4BQwen/Qwen3.5-4B7.5M+0.6—
42lalaion/clap-htsat-fusedlaion/clap-htsat-fused7.1M-0.9—
43FaFacebookAI/roberta-largeFacebookAI/roberta-large6.9M+1.5—
44pypyannote/speaker-diarization-3.1pyannote/speaker-diarization-3.16.9M+2.0—
45auaudio-cpp/audio.cpp-ggufaudio-cpp/audio.cpp-gguf6.8M+3.3+1
46ISISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUFISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF6.7M+3.5+2
47FaFacebookAI/roberta-baseFacebookAI/roberta-base6.7M-0.9-2
48prprithivMLmods/Gender-Classifier-MiniprithivMLmods/Gender-Classifier-Mini6.7M+10.1+8
49inintfloat/multilingual-e5-largeintfloat/multilingual-e5-large6.5M+1.4+2
50amamazon/chronos-bolt-smallamazon/chronos-bolt-small6.5M+1.1—
51opopenai/clip-vit-large-patch14openai/clip-vit-large-patch146.4M-1.6-4
52didistilbert/distilbert-base-uncaseddistilbert/distilbert-base-uncased6.4M-1.4-3
53zazai-org/GLM-5.3-Flashzai-org/GLM-5.3-Flash6.4M+0.9+1
54QwQwen/Qwen3.5-9BQwen/Qwen3.5-9B6.3M-1.2-1
55cocoqui/XTTS-v2coqui/XTTS-v26.2M+1.0—
56ibibm-granite/granite-embedding-small-english-r2ibm-granite/granite-embedding-small-english-r26.1M+2.8+1
57QwQwen/Qwen2.5-7B-InstructQwen/Qwen2.5-7B-Instruct6.1M-4.6-5
58pypyannote/wespeaker-voxceleb-resnet34-LMpyannote/wespeaker-voxceleb-resnet34-LM5.9M+1.9+1
59opopenai/whisper-large-v3-turboopenai/whisper-large-v3-turbo5.9M+1.1-1
60auautogluon/chronos-bolt-smallautogluon/chronos-bolt-small5.9M+1.7—
61ununsloth/Qwen3.8-27B-GGUFunsloth/Qwen3.8-27B-GGUF5.8M+0.9—
62opopenai/gpt-oss-20bopenai/gpt-oss-20b5.8M+1.9—
63SeServeurperso/YuE2-GGUFServeurperso/YuE2-GGUF5.6M+3.9+3
64dedeepseek-ai/DeepSeek-V3.2deepseek-ai/DeepSeek-V3.25.6M+2.5+3
65inintfloat/multilingual-e5-baseintfloat/multilingual-e5-base5.6M-0.4-2
66mimicrosoft/mdeberta-v3-basemicrosoft/mdeberta-v3-base5.6M+0.6-1
67fafacebook/opt-125mfacebook/opt-125m5.4M-2.1-3
68QwQwen/Qwen2.5-0.5B-InstructQwen/Qwen2.5-0.5B-Instruct5.3M+0.2—
69pypyannote/segmentation-3.0pyannote/segmentation-3.05.2M+1.8+1
70crcross-encoder/ms-marco-MiniLM-L4-v2cross-encoder/ms-marco-MiniLM-L4-v25.2M-0.2-1
71QwQwen/Qwen3-VL-8B-InstructQwen/Qwen3-VL-8B-Instruct5.2M+9.0+5
72MiMiniMaxAI/MiniMax-H3MiniMaxAI/MiniMax-H35.1M+2.7—
73orornith-ai/Ornith-1.5-9B-GGUFornith-ai/Ornith-1.5-9B-GGUF5.1M+2.0-2
74QwQwen/Qwen2.5-VL-7B-InstructQwen/Qwen2.5-VL-7B-Instruct5.1M+2.7—
75pypyannote/speaker-diarization-community-1pyannote/speaker-diarization-community-15M+1.9-2
76memeta-llama/Llama-3.1-8B-Instructmeta-llama/Llama-3.1-8B-Instruct4.9M+0.3-1
77SySystran/faster-whisper-smallSystran/faster-whisper-small4.8M+3.1+1
78SaSamLowe/roberta-base-go_emotionsSamLowe/roberta-base-go_emotions4.7M+2.6+2
79QwQwen/Qwen2.5-1.5B-InstructQwen/Qwen2.5-1.5B-Instruct4.7M-1.6-2
80dpdphn/dolphin-2.9.1-yi-1.5-34bdphn/dolphin-2.9.1-yi-1.5-34b4.6M+1.5+1
81fafacebook/esm2_t33_650M_UR50Dfacebook/esm2_t33_650M_UR50D4.6M-1.3-2
82XeXenova/all-MiniLM-L6-v2Xenova/all-MiniLM-L6-v24.4M+0.3—
83QwQwen/Qwen3.8-27B-FP8Qwen/Qwen3.8-27B-FP84.4M+2.9+1
84dedeepseek-ai/DeepSeek-V4-Flash-0731deepseek-ai/DeepSeek-V4-Flash-07314.3M-0.8-1
85CoComfy-Org/Wan-2.1Comfy-Org/Wan-2.14.3M+1.4—
86ststabilityai/stable-diffusion-xl-base-1.0stabilityai/stable-diffusion-xl-base-1.04.2M+1.7+3
87nvnvidia/Qwen3.6-35B-A3B-NVFP4nvidia/Qwen3.6-35B-A3B-NVFP44.1M+0.9+3
88jojonatasgrosman/wav2vec2-large-xlsr-53-portuguesejonatasgrosman/wav2vec2-large-xlsr-53-portuguese4.1M-0.2-2
89dadatasocietyco/bge-base-en-v1.5-course-recommender-v5datasocietyco/bge-base-en-v1.5-course-recommender-v54.1M+2.1+2
90QwQwen/Qwen3-1.7BQwen/Qwen3-1.7B4.1M-0.5-3
91jojonatasgrosman/wav2vec2-large-xlsr-53-russianjonatasgrosman/wav2vec2-large-xlsr-53-russian4.1M-1.2-3
92lalaion/CLIP-ViT-B-32-laion2B-s34B-b79Klaion/CLIP-ViT-B-32-laion2B-s34B-b79K4M+2.4+1
93gogoogle/gemma-4-E4B-itgoogle/gemma-4-E4B-it4M+1.7+1
94PrProsusAI/finbertProsusAI/finbert3.9M+0.3+1
95QwQwen/Qwen3.6-35B-A3BQwen/Qwen3.6-35B-A3B3.9M+5.2+4
96orornith-ai/Ornith-1.5-35B-A3B-GGUFornith-ai/Ornith-1.5-35B-A3B-GGUF3.9M+1.5—
97QwQwen/Qwen3-VL-4B-InstructQwen/Qwen3-VL-4B-Instruct3.8M+4.3+4
98QwQwen/Qwen3.6-35B-A3B-FP8Qwen/Qwen3.6-35B-A3B-FP83.7M+5.7+10
99QwQwen/Qwen2.5-3B-InstructQwen/Qwen2.5-3B-Instruct3.7M-2.0-2
100memeta-llama/Llama-3.2-1B-Instructmeta-llama/Llama-3.2-1B-Instruct3.7M-6.6-8
101lmlmstudio-community/Qwen3.8-27B-MLX-4bitlmstudio-community/Qwen3.8-27B-MLX-4bit3.7M-0.7-3
102ananswerdotai/ModernBERT-baseanswerdotai/ModernBERT-base3.6M-0.9—
103lmlmstudio-community/Qwen3.8-27B-MLX-8bitlmstudio-community/Qwen3.8-27B-MLX-8bit3.6M-0.8—
104opopenai/whisper-large-v3openai/whisper-large-v33.6M-0.2+1
105lmlmstudio-community/Qwen3.8-27B-MLX-6bitlmstudio-community/Qwen3.8-27B-MLX-6bit3.5M-0.8-1
106BABAAI/bge-small-zh-v1.5BAAI/bge-small-zh-v1.53.5M-0.3+1
107lmlmstudio-community/Qwen3.8-27B-MLX-5bitlmstudio-community/Qwen3.8-27B-MLX-5bit3.5M-0.8-1
108CoComfy-Org/Krea-2Comfy-Org/Krea-23.5M+2.2+2
109gogoogle-bert/bert-base-casedgoogle-bert/bert-base-cased3.5M+0.1—
110RaRadixArk/Kimi-K3-DSparkRadixArk/Kimi-K3-DSpark3.5M-5.8-10
111KiKijai/WanVideo_comfyKijai/WanVideo_comfy3.4M+1.2+1
112jojonatasgrosman/wav2vec2-large-xlsr-53-polishjonatasgrosman/wav2vec2-large-xlsr-53-polish3.3M+1.3+1
113QwQwen/Qwen3.5-2BQwen/Qwen3.5-2B3.1M+7.2+3
114trtrl-internal-testing/tiny-Qwen2ForCausalLM-2.5trl-internal-testing/tiny-Qwen2ForCausalLM-2.53M-11.9-3
115jojonatasgrosman/wav2vec2-large-xlsr-53-dutchjonatasgrosman/wav2vec2-large-xlsr-53-dutch3M+0.6—
116BABAAI/bge-reranker-baseBAAI/bge-reranker-base2.9M-2.8-2
117gogoogle/gemma-4-E2B-itgoogle/gemma-4-E2B-it2.9M+3.4+1
118opopenai/gpt-oss-120bopenai/gpt-oss-120b2.9M+0.1-1
119QwQwen/Qwen3-32BQwen/Qwen3-32B2.9M+4.7—
120opopenai/clip-vit-large-patch14-336openai/clip-vit-large-patch14-3362.7M+0.7—
121fafacebook/dinov2-smallfacebook/dinov2-small2.7M+0.7+1
122auautogluon/chronos-2-smallautogluon/chronos-2-small2.7M-1.5-1
123sesentence-transformers/all-MiniLM-L12-v2sentence-transformers/all-MiniLM-L12-v22.6M+0.7—
124QwQwen/Qwen3-4B-Instruct-2507Qwen/Qwen3-4B-Instruct-25072.6M+0.5—
125cdcdiamond/Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUFcdiamond/Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUF2.5M+5.8+3
126inindonesian-nlp/wav2vec2-indonesian-javanese-sundaneseindonesian-nlp/wav2vec2-indonesian-javanese-sundanese2.4M0.0-1
127memeta-llama/Prompt-Guard-86Mmeta-llama/Prompt-Guard-86M2.4M+1.5—
128QwQwen/Qwen3.6-27BQwen/Qwen3.6-27B2.4M+1.8+1
129MaMahmoudAshraf/mms-300m-1130-forced-alignerMahmoudAshraf/mms-300m-1130-forced-aligner2.4M-0.8-3
130orornith-ai/Ornith-1.0-9B-GGUFornith-ai/Ornith-1.0-9B-GGUF2.4M+1.2—
131FaFacebookAI/xlm-roberta-largeFacebookAI/xlm-roberta-large2.4M+1.9+1
132prprism-ml/Ternary-Bonsai-2-27B-ggufprism-ml/Ternary-Bonsai-2-27B-gguf2.3M-2.7-1
133fafacebook/wav2vec2-basefacebook/wav2vec2-base2.3M+4.2+1
134ememilyalsentzer/Bio_ClinicalBERTemilyalsentzer/Bio_ClinicalBERT2.2M+1.2-1
135nvnvidia/NVIDIA-Nemotron-3-Nano-4B-BF16nvidia/NVIDIA-Nemotron-3-Nano-4B-BF162.2M+0.6—
136mimixedbread-ai/mxbai-embed-large-v1mixedbread-ai/mxbai-embed-large-v12.1M+2.6—
137QwQwen/Qwen2.5-7B-Instruct-AWQQwen/Qwen2.5-7B-Instruct-AWQ2M+0.1—
138gogoogle-t5/t5-basegoogle-t5/t5-base2M+2.1—
139QwQwen/Qwen3-VL-2B-InstructQwen/Qwen3-VL-2B-Instruct1.9M-1.6—
140QwQwen/Qwen2.5-Coder-14B-InstructQwen/Qwen2.5-Coder-14B-Instruct1.7M+3.7+3
141mimistralai/Mistral-7B-Instruct-v0.3mistralai/Mistral-7B-Instruct-v0.31.7M-0.7-1
142opopenai/whisper-baseopenai/whisper-base1.7M+3.7+4
143didistilbert/distilgpt2distilbert/distilgpt21.7M-0.9-2
144zazai-org/GLM-OCRzai-org/GLM-OCR1.7M+1.3—
145auautogluon/chronos-bolt-baseautogluon/chronos-bolt-base1.7M+2.2+2
146QwQwen/Qwen2.5-VL-3B-InstructQwen/Qwen2.5-VL-3B-Instruct1.7M-1.0-4
147FaFalconsai/nsfw_image_detectionFalconsai/nsfw_image_detection1.7M+1.3+1
148gogoogle-bert/bert-base-multilingual-uncasedgoogle-bert/bert-base-multilingual-uncased1.6M0.0-3
149jijinaai/jina-embeddings-v3jinaai/jina-embeddings-v31.6M+1.0+1
150nonomic-ai/nomic-embed-text-v1nomic-ai/nomic-embed-text-v11.5M-3.8+1
151dodocling-project/docling-modelsdocling-project/docling-models1.5M+1.3+1
152dedeepseek-ai/DeepSeek-R1deepseek-ai/DeepSeek-R11.5M+5.5+3
153cocolbert-ir/colbertv2.0colbert-ir/colbertv2.01.4M-11.4-4
154gogoogle-bert/bert-base-multilingual-casedgoogle-bert/bert-base-multilingual-cased1.4M+1.2-1
155sesentence-transformers/paraphrase-MiniLM-L6-v2sentence-transformers/paraphrase-MiniLM-L6-v21.4M+0.7-1
156QwQwen/Qwen3.6-27B-FP8Qwen/Qwen3.6-27B-FP81.3M+3.1—
157QwQwen/Qwen3-ASR-1.7BQwen/Qwen3-ASR-1.7B1.3M+2.0—
158lalaion/CLIP-ViT-L-14-laion2B-s32B-b82Klaion/CLIP-ViT-L-14-laion2B-s32B-b82K1.2M-4.4—
159QwQwen/Qwen2-VL-2B-InstructQwen/Qwen2-VL-2B-Instruct1.1M+0.2+1
160fafacebook/w2v-bert-2.0facebook/w2v-bert-2.01.1M+2.4+1
161anantirez/deepseek-v4-ggufantirez/deepseek-v4-gguf1.1M-3.2-2
162HaHauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-AggressiveHauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive949.7K+4.7+1
163gogoogle/gemma-3-1b-itgoogle/gemma-3-1b-it904.7K-10.9-1
164apapple/DFN5B-CLIP-ViT-H-14-378apple/DFN5B-CLIP-ViT-H-14-378887.1K+2.6—
165fafacebook/dinov2-largefacebook/dinov2-large853.9K+0.3+1
166QwQwen/Qwen3-ASR-0.6BQwen/Qwen3-ASR-0.6B851.2K-0.1-1
167cycyankiwi/gemma-4-26B-A4B-it-AWQ-4bitcyankiwi/gemma-4-26B-A4B-it-AWQ-4bit849.3K+2.3—
168dbdbmdz/bert-large-cased-finetuned-conll03-englishdbmdz/bert-large-cased-finetuned-conll03-english742.4K+0.7—
169amamazon/chronos-bolt-baseamazon/chronos-bolt-base715.5K-1.6—
170lplpiccinelli/unidepth-v2-vitl14lpiccinelli/unidepth-v2-vitl14642.7K+1.9+1
171ununsloth/Qwen3.6-27B-NVFP4unsloth/Qwen3.6-27B-NVFP4637.4K-3.0-1
172pypyannote/segmentationpyannote/segmentation547.4K+0.5—
173ununsloth/Qwen3-Coder-30B-A3B-Instruct-GGUFunsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF455.8K-0.1—
174ReRedHatAI/gemma-4-31B-it-FP8-blockRedHatAI/gemma-4-31B-it-FP8-block412.4K+0.5—
175ggggml-org/embeddinggemma-300M-GGUFggml-org/embeddinggemma-300M-GGUF383.7K+1.6—
176dedeepseek-ai/DeepSeek-V4-Prodeepseek-ai/DeepSeek-V4-Pro361.1K+1.6—
177pypyannote/voice-activity-detectionpyannote/voice-activity-detection332.9K+0.2—

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