Top Open Source LLMs
Open-source LLM records ranked by license clarity, provenance, downloads, trust signals, model-card quality, and mirror readiness.
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 |
|---|---|---|---|---|
tiny Qwen2ForCausalLM 2.5trl-internal-testing/tiny-Qwen2ForCausalLM-2.5The catalog lists this model for having conversations. Catalog sources: publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: trl-internal-testing on Hugging Face. File format: Safetensors.
| 20.8 MB | 14,681,832 downloads on Hugging Face | 2026-10-26 | |
DeepSeek R1deepseek-ai/DeepSeek-R1The catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.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 | |
xlm roberta largeFacebookAI/xlm-roberta-largeThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: FacebookAI on Hugging Face. File format: Safetensors, ONNX.
| 11.2 GB | 7,006,693 downloads on Hugging Face | 2024-02-19 | |
gpt oss 20Bopenai/gpt-oss-20bThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.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 | |
Qwen2.5 3BQwen/Qwen2.5-3B-InstructThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 6.18 GB | 5,284,682 downloads on Hugging Face | 2026-09-20 | |
Bio ClinicalBERTemilyalsentzer/Bio_ClinicalBERTThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: emilyalsentzer on Hugging Face.
| 2.72 GB | 4,426,627 downloads on Hugging Face | 2024-12-03 | |
gpt oss 120Bopenai/gpt-oss-120bThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.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 | |
DeepSeek R1 0528deepseek-ai/DeepSeek-R1-0528The catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: deepseek-ai on Hugging Face. File format: Safetensors.
| 688.6 GB | 3,982,017 downloads on Hugging Face | 2025-05-29 | |
Ornith 1.0 35Bornith-ai/Ornith-1.0-35B-GGUFThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: ornith-ai on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 180.7 GB | 3,755,106 downloads on Hugging Face | 2026-09-18 | |
bert large cased finetuned conll03 englishdbmdz/bert-large-cased-finetuned-conll03-englishThe catalog lists this model for labeling parts of text. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for labeling parts of text.Source: dbmdz on Hugging Face. File format: Safetensors, BIN, H5.
| 6.67 GB | 3,608,193 downloads on Hugging Face | 2026-10-26 | |
inclusively reformulation it5E-MIMIC/inclusively-reformulation-it5The catalog lists this model for transforming text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for transforming text.Source: E-MIMIC on Hugging Face. File format: Safetensors, BIN.
| 6.27 GB | 3,585,662 downloads on Hugging Face | 2026-09-18 | |
Qwen3 30B A3BQwen/Qwen3-30B-A3BThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: Qwen on Hugging Face. File format: Safetensors.
| 61.1 GB | 2,788,018 downloads on Hugging Face | 2025-07-26 | |
faster whisper tiny int8rhasspy/faster-whisper-tiny-int8The catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: rhasspy on Hugging Face. File format: BIN.
| 42.1 MB | 2,667,795 downloads on Hugging Face | 2024-03-10 | |
vocos mel 24khzcharactr/vocos-mel-24khzThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: charactr on Hugging Face. File format: BIN.
| 54.4 MB | 2,630,105 downloads on Hugging Face | 2023-10-17 | |
deberta v3 basemicrosoft/deberta-v3-baseThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: microsoft on Hugging Face. File format: BIN, H5.
| 1.85 GB | 2,562,101 downloads on Hugging Face | 2022-09-22 | |
Bonsai 27Bprism-ml/Bonsai-27B-ggufThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: prism-ml on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 68.3 GB | 2,455,730 downloads on Hugging Face | 2026-07-17 | |
wav2vec2 basefacebook/wav2vec2-baseThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: facebook on Hugging Face. File format: BIN.
| 380.3 MB | 2,434,701 downloads on Hugging Face | 2021-12-28 | |
GLM 5 FP8zai-org/GLM-5-FP8The catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: zai-org on Hugging Face. File format: Safetensors.
| 756.2 GB | 2,275,490 downloads on Hugging Face | 2026-04-05 | |
mobilebert uncasedgoogle/mobilebert-uncasedThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: google on Hugging Face. File format: BIN, H5.
| 473.4 MB | 2,254,192 downloads on Hugging Face | 2021-04-19 | |
DeepSeek V4 Flashdeepseek-ai/DeepSeek-V4-FlashThe catalog lists this model for generating text. Catalog sources: license label, task label.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 | |
docling modelsdocling-project/docling-modelsThe catalog does not give enough information to describe what this model is for. Catalog source: unknown.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.Source: docling-project on Hugging Face. File format: Safetensors.
| 358.2 MB | 1,908,604 downloads on Hugging Face | 2025-12-03 | |
JiRackUltra 1BCMSManhattan/JiRackUltra_1bThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: CMSManhattan on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 16.1 GB | 1,883,610 downloads on Hugging Face | 2026-10-04 | |
esmfold v1facebook/esmfold_v1The catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: facebook on Hugging Face. File format: BIN.
| 8.44 GB | 1,863,693 downloads on Hugging Face | 2023-03-22 | |
timesfm 2.5 200m pytorchgoogle/timesfm-2.5-200m-pytorchThe catalog lists this model for predicting how numbers may change over time. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for predicting how numbers may change over time.See the publisher’s description →Source: google on Hugging Face. File format: Safetensors.
| 925.2 MB | 1,853,260 downloads on Hugging Face | 2025-10-02 | |
mdeberta v3 basemicrosoft/mdeberta-v3-baseThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: microsoft on Hugging Face. File format: BIN, H5.
| 3.4 GB | 1,846,610 downloads on Hugging Face | 2023-04-06 | |
faster whisper large v3 turbodropbox-dash/faster-whisper-large-v3-turboThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: dropbox-dash on Hugging Face. File format: BIN.
| 1.62 GB | 1,684,197 downloads on Hugging Face | 2025-11-05 | |
tiny Qwen3ForCausalLMtrl-internal-testing/tiny-Qwen3ForCausalLMThe catalog lists this model for having conversations. Catalog sources: publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: trl-internal-testing on Hugging Face. File format: Safetensors.
| 20.8 MB | 1,532,565 downloads on Hugging Face | 2026-09-18 | |
bert large portuguese casedneuralmind/bert-large-portuguese-casedThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: neuralmind on Hugging Face. File format: BIN.
| 2.68 GB | 1,526,535 downloads on Hugging Face | 2021-05-20 | |
faster whisper base int8rhasspy/faster-whisper-base-int8The catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: rhasspy on Hugging Face. File format: BIN.
| 79.1 MB | 1,366,193 downloads on Hugging Face | 2024-03-10 | |
gemma 4 E4B itggml-org/gemma-4-E4B-it-GGUFThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.See the publisher’s description →Source: ggml-org on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 29.6 GB | 1,365,147 downloads on Hugging Face | 2026-07-26 | |
fnet basegoogle/fnet-baseThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: google on Hugging Face. File format: BIN.
| 768.3 MB | 1,239,416 downloads on Hugging Face | 2024-02-29 | |
stanford deidentifier baseStanfordAIMI/stanford-deidentifier-baseThe catalog lists this model for labeling parts of text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for labeling parts of text.Source: StanfordAIMI on Hugging Face. File format: BIN.
| 438.3 MB | 1,229,979 downloads on Hugging Face | 2024-10-09 | |
Ornith 1.5 397Bornith-ai/Ornith-1.5-397B-GGUFThe catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: ornith-ai on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 1.29 TB | 1,214,175 downloads on Hugging Face | 2026-08-24 | |
LFM2.5 2.6BLiquidAI/LFM2.5-2.6B-GGUFThe catalog lists this model for generating text. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: LiquidAI on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 22.7 GB | 1,190,232 downloads on Hugging Face | 2026-09-18 | |
opus mt nl enHelsinki-NLP/opus-mt-nl-enThe catalog lists this model for translating text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for translating text.Source: Helsinki-NLP on Hugging Face. File format: BIN, H5.
| 1.23 GB | 1,188,915 downloads on Hugging Face | 2023-08-16 | |
DeepSeek V3 0324deepseek-ai/DeepSeek-V3-0324The catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.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 | |
bert tinyprajjwal1/bert-tinyThe catalog does not give enough information to describe what this model is for. Catalog sources: license label.Content controls: not assessed.DetailsThe catalog does not give enough information to describe what this model is for.See the publisher’s description →Source: prajjwal1 on Hugging Face. File format: BIN.
| 17.8 MB | 1,164,801 downloads on Hugging Face | 2021-10-27 | |
deberta v3 largemicrosoft/deberta-v3-largeThe catalog lists this model for filling in missing words in text. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for filling in missing words in text.Source: microsoft on Hugging Face. File format: BIN, H5.
| 3.18 GB | 1,163,028 downloads on Hugging Face | 2023-03-19 | |
MiniMax M2.7MiniMaxAI/MiniMax-M2.7The catalog lists this model for having conversations. Catalog sources: publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: MiniMaxAI on Hugging Face.
| 230.2 GB | 1,139,911 downloads on Hugging Face | 2026-04-20 | |
DeepSeek V3deepseek-ai/DeepSeek-V3The catalog lists this model for having conversations. Catalog sources: publisher tags, task label.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 | |
robertuito sentiment analysispysentimiento/robertuito-sentiment-analysisThe catalog lists this model for sorting text into categories. Catalog sources: task label.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 | |
tiny random OPTForCausalLMpeft-internal-testing/tiny-random-OPTForCausalLMThe catalog lists this model for generating text. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: peft-internal-testing on Hugging Face. File format: Safetensors.
| 8.08 MB | 1,068,702 downloads on Hugging Face | 2026-09-20 | |
glm 4 9B IMatlegraphista/glm-4-9b-chat-IMat-GGUFThe catalog lists this model for generating text. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for generating text.Source: legraphista on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 154.4 GB | 1,013,638 downloads on Hugging Face | 2026-09-18 | |
GLM 5.1 FP8zai-org/GLM-5.1-FP8The catalog lists this model for having conversations. Catalog sources: license label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: zai-org on Hugging Face. File format: Safetensors.
| 756.2 GB | 1,005,592 downloads on Hugging Face | 2026-04-16 | |
HyperCLOVAX SEED Text 1.5B Q4 K Mrippertnt/HyperCLOVAX-SEED-Text-Instruct-1.5B-Q4_K_M-GGUFThe catalog lists this model for having conversations. Catalog sources: publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: rippertnt on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 1.14 GB | 999,338 downloads on Hugging Face | 2026-09-18 | |
turn detectorlivekit/turn-detectorThe catalog lists this model for sorting text into categories. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for sorting text into categories.Source: livekit on Hugging Face. File format: Safetensors, ONNX.
| 707.9 MB | 978,462 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 label, publisher tags, task label.Content controls: not assessed.DetailsThe catalog lists this model for having conversations.Source: ReliquaryForge on Hugging Face. File format: Safetensors.
| 8.06 GB | 936,257 downloads on Hugging Face | 2026-09-18 | |
locate anything.cppmudler/locate-anything.cpp-ggufThe catalog lists this model for detecting objects in images. Catalog sources: task label.Content controls: not assessed.DetailsThe catalog lists this model for detecting objects in images.Source: mudler on Hugging Face. File format: GGUF. GGUF files use llama.cpp-compatible runners.
| 30.7 GB | 915,963 downloads on Hugging Face | 2026-09-18 | |
tapex base finetuned wikisqlmicrosoft/tapex-base-finetuned-wikisqlThe catalog lists this model for answering questions about tables. Catalog sources: license label, task label.Content controls: not assessed.DetailsThe catalog lists this model for answering questions about tables.See the publisher’s description →Source: microsoft on Hugging Face. File format: BIN.
| 559.3 MB | 913,833 downloads on Hugging Face | 2023-01-24 | |
DeepSeek Coder V2 Litedeepseek-ai/DeepSeek-Coder-V2-Lite-InstructThe catalog lists this model for having conversations. Catalog sources: publisher tags, task label.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 |