Paper Code Benchmarks
Paper, code, and benchmark records that connect research context to buildable AI artifacts.
Focused lists make the catalog useful immediately while mirror hosting remains selective and reviewed.
- Multi-Source AI Popular non-Hugging Face records from ModelScope, GitHub, arXiv, OpenML, Zenodo, Dataverse, DataCite, and other indexed open-source AI sources.
- New Open Source Recently updated public open AI artifacts across every indexed source.
How this ranks. The order uses the recorded signals described above. Runtime and verification details live on each model’s record. Self-reported evidence has no trust or ranking impact.
Mirror candidate means the files still live upstream, not on our servers yet. Hosted files do not establish a complete runnable model. Download counts, where recorded, are downloads on Hugging Face.
Showing stale catalog ·
| Type | Model | Recorded size | Downloads | Updated |
|---|---|---|---|---|
zeta 2.1 autoround W4A16LeaderboardModel1/zeta-2.1-autoround-W4A16The catalog lists this model for generating text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: LeaderboardModel1 on Hugging Face. File format: Safetensors.
| 6.17 GB | 443,840 downloads on Hugging Face | 2026-09-20 | |
Qwen3 Embedding 0.6BQwen/Qwen3-Embedding-0.6BThe catalog lists this model for checking whether two sentences mean similar things. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for checking whether two sentences mean similar things.Source: Qwen on Hugging Face. File format: Safetensors.
| 1.21 GB | 10,189,053 downloads on Hugging Face | 2026-04-20 | |
parakeet unified en 0.6Bhandy-computer/parakeet-unified-en-0.6b-ggufThe catalog lists this model for transcribing speech. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for transcribing speech.Source: handy-computer on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 477.3 MB | 1,560,031 downloads on Hugging Face | 2026-09-18 | |
robertuito sentiment analysispysentimiento/robertuito-sentiment-analysisThe catalog lists this model for sorting text into categories. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for sorting text into categories.Source: pysentimiento on Hugging Face. File format: Safetensors, BIN, H5.
| 1.31 GB | 1,085,789 downloads on Hugging Face | 2026-09-20 | |
bge reranker v2 gemmaBAAI/bge-reranker-v2-gemmaThe catalog lists this model for sorting text into categories. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for sorting text into categories.Source: BAAI on Hugging Face. File format: Safetensors.
| 10 GB | 784,085 downloads on Hugging Face | 2026-08-28 | |
zerank 2 rerankerzeroentropy/zerank-2-rerankerThe catalog lists this model for ranking text against a query. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for ranking text against a query.Source: zeroentropy on Hugging Face. File format: Safetensors.
| 8.04 GB | 649,962 downloads on Hugging Face | 2026-09-21 | |
Qwen2.5 Coder 7BOrion-zhen/Qwen2.5-Coder-7B-Instruct-AWQThe catalog lists this model for working with code. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for working with code.Source: Orion-zhen on Hugging Face. File format: Safetensors.
| 5.7 GB | 623,133 downloads on Hugging Face | 2026-09-20 | |
Qwen3 30B A3Bunsloth/Qwen3-30B-A3B-Instruct-2507-GGUFThe catalog lists this model for having conversations. Catalog sources: license, tags.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.See the publisher’s description →Source: unsloth on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 18.6 GB | 609,270 downloads on Hugging Face | 2026-09-18 | |
Qwen2.5 Coder 3BQwen/Qwen2.5-Coder-3B-InstructThe catalog lists this model for working with code. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for working with code.Source: Qwen on Hugging Face. File format: Safetensors.
| 6.17 GB | 603,615 downloads on Hugging Face | 2026-09-20 | |
bert base arabertv02aubmindlab/bert-base-arabertv02The catalog lists this model for filling in missing words in text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: aubmindlab on Hugging Face. File format: Safetensors, BIN.
| 3.02 GB | 562,878 downloads on Hugging Face | 2026-09-20 | |
bge reranker v2.5 gemma2 lightweightboboliu/bge-reranker-v2.5-gemma2-lightweight-gptqThe catalog lists this model for generating text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: boboliu on Hugging Face. File format: Safetensors.
| 6.17 GB | 562,833 downloads on Hugging Face | 2026-09-20 | |
gte base en v1.5Alibaba-NLP/gte-base-en-v1.5The catalog lists this model for checking whether two sentences mean similar things. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for checking whether two sentences mean similar things.Source: Alibaba-NLP on Hugging Face. File format: Safetensors, ONNX.
| Unknown | 513,172 downloads on Hugging Face | 2024-11-15 | |
BioLORD 2023FremyCompany/BioLORD-2023The catalog lists this model for checking whether two sentences mean similar things. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for checking whether two sentences mean similar things.Source: FremyCompany on Hugging Face. File format: Safetensors, BIN.
| 876.9 MB | 437,365 downloads on Hugging Face | 2026-09-20 | |
Qwen2.5 3BQwen/Qwen2.5-3B-Instruct-AWQThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 2.69 GB | 426,674 downloads on Hugging Face | 2026-09-20 | |
sarashina embedding v1 1Bsbintuitions/sarashina-embedding-v1-1bThe catalog lists this model for checking whether two sentences mean similar things. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for checking whether two sentences mean similar things.Source: sbintuitions on Hugging Face. File format: Safetensors.
| 4.9 GB | 387,749 downloads on Hugging Face | 2026-09-20 | |
Qwen2.5 3BQwen/Qwen2.5-3BThe catalog lists this model for having conversations. Catalog sources: tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 6.17 GB | 338,459 downloads on Hugging Face | 2026-09-20 | |
Meta Llama 3.1 8BNousResearch/Meta-Llama-3.1-8B-InstructThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: NousResearch on Hugging Face. File format: Safetensors, PTH.
| 32.1 GB | 333,546 downloads on Hugging Face | 2026-09-18 | |
codebert pythonneulab/codebert-pythonThe catalog lists this model for filling in missing words in text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: neulab on Hugging Face. File format: Safetensors, BIN.
| 1 GB | 332,811 downloads on Hugging Face | 2026-09-20 | |
Qwen2.5 3BQwen/Qwen2.5-3B-Instruct-GGUFThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 2.1 GB | 324,592 downloads on Hugging Face | 2026-09-18 | |
gemma 4 31B itgoogle/gemma-4-31B-itThe catalog lists this model for generating text from images and text. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.See the publisher’s description →Source: google on Hugging Face. File format: Safetensors.
| 62.6 GB | 10,937,003 downloads on Hugging Face | 2026-07-20 | |
DeepSeek R1deepseek-ai/DeepSeek-R1The catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 688.6 GB | 7,476,490 downloads on Hugging Face | 2025-03-27 | |
DeepSeek V4 Flashdeepseek-ai/DeepSeek-V4-FlashThe catalog lists this model for generating text. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 159.6 GB | 1,934,541 downloads on Hugging Face | 2026-06-22 | |
DeepSeek V3 0324deepseek-ai/DeepSeek-V3-0324The catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 688.6 GB | 1,171,847 downloads on Hugging Face | 2025-03-27 | |
bigvgan v2 22khz 80band 256xnvidia/bigvgan_v2_22khz_80band_256xThe catalog lists this model for transforming audio. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for transforming audio.See the publisher’s description →Source: nvidia on Hugging Face. File format: PT.
| 3.79 GB | 1,629,010 downloads on Hugging Face | 2024-09-05 | |
DeepSeek V3deepseek-ai/DeepSeek-V3The catalog lists this model for having conversations. Catalog sources: tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 688.6 GB | 1,131,639 downloads on Hugging Face | 2025-03-27 | |
blip image captioning largeSalesforce/blip-image-captioning-largeThe catalog lists this model for generating text from images. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images.See the publisher’s description →Source: Salesforce on Hugging Face. File format: Safetensors, BIN, H5.
| 5.64 GB | 718,105 downloads on Hugging Face | 2025-02-03 | |
blip2 opt 2.7BSalesforce/blip2-opt-2.7bThe catalog lists this model for generating text from images and text. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.See the publisher’s description →Source: Salesforce on Hugging Face. File format: Safetensors, BIN.
| 30.5 GB | 694,569 downloads on Hugging Face | 2025-02-03 | |
HunyuanOCRtencent/HunyuanOCRThe catalog lists this model for generating text from images and text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.Source: tencent on Hugging Face. File format: Safetensors.
| 4.62 GB | 645,716 downloads on Hugging Face | 2026-08-28 | |
CLIP convnext base w laion2B s13B b82K augreglaion/CLIP-convnext_base_w-laion2B-s13B-b82K-augregThe catalog lists this model for classifying images with supplied labels. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for classifying images with supplied labels.See the publisher’s description →Source: laion on Hugging Face. File format: Safetensors, BIN.
| 1.49 GB | 556,377 downloads on Hugging Face | 2023-04-18 | |
gemma 4 26B A4Bgoogle/gemma-4-26B-A4BThe catalog lists this model for generating text from images and text. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.See the publisher’s description →Source: google on Hugging Face. File format: Safetensors.
| 51.6 GB | 540,140 downloads on Hugging Face | 2026-07-15 | |
Kimi K2.6moonshotai/Kimi-K2.6The catalog lists this model for generating text from images and text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.Source: moonshotai on Hugging Face.
| 595.2 GB | 461,441 downloads on Hugging Face | 2026-05-19 | |
llama nemotron embed 1B v2nvidia/llama-nemotron-embed-1b-v2The catalog lists this model for turning text into vectors. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for turning text into vectors.Source: nvidia on Hugging Face. File format: Safetensors, BIN.
| 4.95 GB | 438,324 downloads on Hugging Face | 2026-05-20 | |
CLIP ViT H 14 laion2B s32B b79Klaion/CLIP-ViT-H-14-laion2B-s32B-b79KThe catalog lists this model for classifying images with supplied labels. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for classifying images with supplied labels.See the publisher’s description →Source: laion on Hugging Face. File format: Safetensors, BIN.
| 15.8 GB | 409,958 downloads on Hugging Face | 2025-01-22 | |
CLIP ViT B 16 laion2B s34B b88Klaion/CLIP-ViT-B-16-laion2B-s34B-b88KThe catalog lists this model for classifying images with supplied labels. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for classifying images with supplied labels.See the publisher’s description →Source: laion on Hugging Face. File format: Safetensors, BIN.
| 1.2 GB | 393,167 downloads on Hugging Face | 2023-04-19 | |
gemma 4 12Bgoogle/gemma-4-12BThe catalog lists this model for generating text from images and text. Catalog sources: license, tags.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.See the publisher’s description →Source: google on Hugging Face. File format: Safetensors.
| 24 GB | 376,200 downloads on Hugging Face | 2026-07-15 | |
clap htsat unfusedlaion/clap-htsat-unfusedThe catalog lists this model for finding useful details in data. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for finding useful details in data.Source: laion on Hugging Face. File format: BIN.
| 617.9 MB | 366,545 downloads on Hugging Face | 2023-04-24 | |
Qwen2.5 72BQwen/Qwen2.5-72B-InstructThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 145.4 GB | 356,394 downloads on Hugging Face | 2025-01-12 | |
CLIP ViT L 14 laion2B s32B b82Klaion/CLIP-ViT-L-14-laion2B-s32B-b82KThe catalog lists this model for classifying images with supplied labels. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for classifying images with supplied labels.See the publisher’s description →Source: laion on Hugging Face. File format: Safetensors, BIN.
| 6.85 GB | 350,419 downloads on Hugging Face | 2024-01-16 | |
SmolVLM 500MHuggingFaceTB/SmolVLM-500M-InstructThe catalog lists this model for generating text from images and text. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.See the publisher’s description →Source: HuggingFaceTB on Hugging Face. File format: Safetensors, ONNX.
| 6.9 GB | 331,367 downloads on Hugging Face | 2025-04-08 | |
Kimi K2.5moonshotai/Kimi-K2.5The catalog lists this model for generating text from images and text. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for generating text from images and text.Source: moonshotai on Hugging Face. File format: Safetensors.
| 595.2 GB | 319,627 downloads on Hugging Face | 2026-04-30 | |
gpt oss 20Bopenai/gpt-oss-20bThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: openai on Hugging Face. File format: BIN, Safetensors.
| 41.3 GB | 7,000,889 downloads on Hugging Face | 2025-08-26 | |
Kokoro 82Mhexgrad/Kokoro-82MThe catalog lists this model for turning text into speech. Catalog sources: license, task.Content controls: not assessed.DetailsThe catalog lists this model for turning text into speech.Source: hexgrad on Hugging Face. File format: PTH, PT.
| 363.3 MB | 15,479,373 downloads on Hugging Face | 2025-04-10 | |
Qwen2.5 3BQwen/Qwen2.5-3B-InstructThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 6.17 GB | 5,284,682 downloads on Hugging Face | 2026-09-20 | |
Qwen3 4B base dapo v4ReliquaryForge/qwen3-4b-base-dapo-v4The catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: ReliquaryForge on Hugging Face. File format: Safetensors.
| 8.04 GB | 936,257 downloads on Hugging Face | 2026-09-18 | |
DeepSeek Coder V2 Litedeepseek-ai/DeepSeek-Coder-V2-Lite-InstructThe catalog lists this model for having conversations. Catalog sources: tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 31.4 GB | 908,249 downloads on Hugging Face | 2026-09-20 | |
EXAONE 3.5 7.8BLGAI-EXAONE/EXAONE-3.5-7.8B-Instruct-AWQThe catalog lists this model for having conversations. Catalog sources: tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: LGAI-EXAONE on Hugging Face. File format: Safetensors.
| 5.3 GB | 613,538 downloads on Hugging Face | 2026-09-20 | |
whisper bemba sttAbelZimba/whisper-bemba-sttThe catalog lists this model for transcribing speech. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for transcribing speech.Source: AbelZimba on Hugging Face. File format: Safetensors.
| 967 MB | 534,315 downloads on Hugging Face | 2026-09-20 | |
sup SimCSE VietNamese phobert baseVoVanPhuc/sup-SimCSE-VietNamese-phobert-baseThe catalog lists this model for checking whether two sentences mean similar things. Catalog sources: task.Content controls: not assessed.DetailsThe catalog lists this model for checking whether two sentences mean similar things.Source: VoVanPhuc on Hugging Face. File format: Safetensors, BIN.
| 1.09 GB | 385,888 downloads on Hugging Face | 2026-09-20 | |
DeepSeek V2 Litedeepseek-ai/DeepSeek-V2-LiteThe catalog lists this model for having conversations. Catalog sources: tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 31.4 GB | 319,056 downloads on Hugging Face | 2026-09-20 | |
gpt oss 120Bopenai/gpt-oss-120bThe catalog lists this model for having conversations. Catalog sources: license, tags, task.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: openai on Hugging Face. File format: BIN, Safetensors.
| 195.8 GB | 4,043,429 downloads on Hugging Face | 2025-08-26 |