ginipick/darwin-a2ap-analysis · Datasets at Hugging Face

ibm-granite/granite-4.0-h-1b-base

granite-4.0-h-1b-base

ibm-granite

2025-10-07T20:22:43+00:00

480

27

transformers

['transformers', 'safetensors', 'granitemoehybrid', 'text-generation', 'language', 'granite-4.0', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

27

501

GraniteMoeHybridForCausalLM

granitemoehybrid

1,286,602,752

131,072

1,536

12

40

100,352

Language Model

['LoRA', 'Specialized']

['text-generation', 'question-answering', 'text-classification', 'summarization']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Education']

{}

86

Easy

0.86

2025-11-02T06:04:23.019814

license: apache-2.0 library_name: transformers tags: - language - granite-4.0 **Model Summary:** Granite-4.0-H-1B-Base is a lightweight decoder-only language model designed for scenarios where efficie...

['Long Context', 'Fast Inference', 'Safety Aligned']

ibm-granite/granite-4.0-1b-base

granite-4.0-1b-base

ibm-granite

2025-10-07T20:24:47+00:00

965

26

transformers

['transformers', 'safetensors', 'granitemoehybrid', 'text-generation', 'language', 'granite-4.0', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

26

502

GraniteMoeHybridForCausalLM

granitemoehybrid

2,218,786,816

131,072

2,048

16

40

100,352

Language Model

['LoRA', 'Specialized']

['text-generation', 'question-answering', 'text-classification', 'summarization']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Education']

{}

86

Easy

0.86

2025-11-02T06:04:23.159425

license: apache-2.0 library_name: transformers tags: - language - granite-4.0 **Model Summary:** Granite-4.0-1B-Base is a lightweight decoder-only language model designed for scenarios where efficienc...

['Long Context', 'Fast Inference', 'Safety Aligned']

moonshotai/Kimi-K2-Instruct-0905

Kimi-K2-Instruct-0905

moonshotai

2025-09-03T03:34:36+00:00

39,104

535

transformers

['transformers', 'safetensors', 'kimi_k2', 'text-generation', 'conversational', 'custom_code', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'fp8', 'region:us']

25

503

DeepseekV3ForCausalLM

kimi_k2

38,784,729,088

262,144

7,168

64

61

163,840

Language Model

[]

['question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

48

Hard

0.48

2025-11-02T06:04:23.316424

license: other license_name: modified-mit library_name: transformers <div align="center"> <picture> <img src="figures/kimi-logo.png" width="30%" alt="Kimi K2: Open Agentic Intellignece"> </picture> </...

['Long Context']

ByteDance/Ouro-1.4B

Ouro-1.4B

ByteDance

2025-10-28T22:15:18+00:00

489

25

transformers

['transformers', 'safetensors', 'ouro', 'text-generation', 'looped-language-model', 'reasoning', 'recurrent-depth', 'conversational', 'custom_code', 'arxiv:2510.25741', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

25

504

OuroForCausalLM

ouro

1,308,622,848

65,536

2,048

16

24

49,152

Language Model

[]

['text-generation', 'reasoning']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Education']

{}

78

Medium

0.78

2025-11-02T06:04:23.510445

library_name: transformers license: apache-2.0 pipeline_tag: text-generation tags: - looped-language-model - reasoning - recurrent-depth 📚 [Paper](https://huggingface.co/papers/2510.25741) • 🏠 [Projec...

['RAG Support', 'Long Context']

ibm-granite/granite-4.0-h-350m-base

granite-4.0-h-350m-base

ibm-granite

2025-10-07T20:24:04+00:00

509

24

transformers

['transformers', 'safetensors', 'granitemoehybrid', 'text-generation', 'language', 'granite-4.0', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

24

505

GraniteMoeHybridForCausalLM

granitemoehybrid

303,562,752

32,768

768

12

32

100,352

Language Model

['LoRA', 'Specialized']

['text-generation', 'question-answering', 'text-classification', 'summarization']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Education']

{}

86

Easy

0.86

2025-11-02T06:04:23.676222

license: apache-2.0 library_name: transformers tags: - language - granite-4.0 **Model Summary:** Granite-4.0-H-350M-Base is a lightweight decoder-only language model designed for scenarios where effic...

['Long Context', 'Fast Inference', 'Safety Aligned']

nvidia/Qwen3-Nemotron-32B-RLBFF

Qwen3-Nemotron-32B-RLBFF

nvidia

2025-10-12T05:55:24+00:00

396

24

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'nvidia', 'conversational', 'en', 'dataset:nvidia/HelpSteer3', 'arxiv:2509.21319', 'arxiv:2306.05685', 'arxiv:2503.04378', 'arxiv:2505.11475', 'arxiv:2410.01257', 'arxiv:2310.05344', 'arxiv:2311.09528', 'arxiv:2406.08673', 'base_model:Qwen/Qwen3-32B', 'base_model:finetune:Qwen/Qwen3-32B', 'license:other', 'autotrain_compatible', 'text-generation-inference', 'region:us']

24

506

Qwen3ForCausalLM

qwen3

20,910,571,520

40,960

5,120

64

151,936

Language Model

['Fine-tuned', 'RLHF']

['text-generation', 'code-generation', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing', 'Business']

{}

61

Hard

0.61

2025-11-02T06:04:24.155040

license: other license_name: nvidia-open-model-license license_link: >- https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/ inference: false fine-tuning: false langu...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

PokeeAI/pokee_research_7b

pokee_research_7b

PokeeAI

2025-10-17T20:38:37+00:00

5,574

95

transformers

['transformers', 'safetensors', 'qwen2', 'text-generation', 'agent', 'deepresearch', 'llm', 'rl', 'reinforcementlearning', 'conversational', 'en', 'dataset:miromind-ai/MiroRL-GenQA', 'arxiv:2510.15862', 'base_model:Qwen/Qwen2.5-7B-Instruct', 'base_model:finetune:Qwen/Qwen2.5-7B-Instruct', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

24

507

Qwen2ForCausalLM

qwen2

4,860,936,192

32,768

3,584

28

152,064

Language Model

['Fine-tuned', 'RLHF', 'Merged', 'Specialized']

['text-generation', 'question-answering', 'summarization', 'reasoning']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Education', 'Healthcare', 'Legal', 'Finance']

{}

78

Medium

0.78

2025-11-02T06:04:24.383264

base_model: - Qwen/Qwen2.5-7B-Instruct datasets: - miromind-ai/MiroRL-GenQA language: - en license: apache-2.0 tags: - agent - deepresearch - llm - rl - reinforcementlearning pipeline_tag: text-genera...

['RAG Support', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

ibm-granite/granite-4.0-350m-base

granite-4.0-350m-base

ibm-granite

2025-10-07T20:25:24+00:00

495

23

transformers

['transformers', 'safetensors', 'granitemoehybrid', 'text-generation', 'language', 'granite-4.0', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

23

508

GraniteMoeHybridForCausalLM

granitemoehybrid

455,081,984

32,768

1,024

16

28

100,352

Language Model

['LoRA', 'Specialized']

['text-generation', 'question-answering', 'text-classification', 'summarization']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Education']

{}

86

Easy

0.86

2025-11-02T06:04:24.541922

license: apache-2.0 library_name: transformers tags: - language - granite-4.0 **Model Summary:** Granite-4.0-350M-Base is a lightweight decoder-only language model designed for scenarios where efficie...

['Long Context', 'Fast Inference', 'Safety Aligned']

internlm/JanusCoder-14B

JanusCoder-14B

internlm

2025-10-27T09:34:49+00:00

165

23

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'image-text-to-text', 'conversational', 'arxiv:2510.23538', 'arxiv:2403.14734', 'arxiv:2510.09724', 'arxiv:2507.22080', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

23

509

Qwen3ForCausalLM

qwen3

13,360,824,320

32,768

5,120

40

151,936

Language Model

['Specialized']

['text-generation', 'code-generation', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research']

{}

58

Hard

0.58

2025-11-02T06:04:24.735748

license: apache-2.0 pipeline_tag: image-text-to-text library_name: transformers [💻Github Repo](https://github.com/InternLM/JanusCoder) • [🤗Model Collections](https://huggingface.co/collections/internl...

['Safety Aligned']

ByteDance/Ouro-2.6B

Ouro-2.6B

ByteDance

2025-10-28T22:19:46+00:00

227

21

transformers

['transformers', 'safetensors', 'ouro', 'text-generation', 'looped-language-model', 'reasoning', 'recurrent-depth', 'conversational', 'custom_code', 'arxiv:2510.25741', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

21

510

OuroForCausalLM

ouro

2,516,582,400

65,536

2,048

16

48

49,152

Language Model

[]

['text-generation', 'reasoning']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Education']

{}

78

Medium

0.78

2025-11-02T06:04:24.927183

library_name: transformers license: apache-2.0 pipeline_tag: text-generation tags: - looped-language-model - reasoning - recurrent-depth ![Ouro Logo](assets/logo.png) [📚 Paper (Hugging Face)](https://...

['RAG Support', 'Long Context']

HuggingFaceTB/SmolLM3-3B

SmolLM3-3B

HuggingFaceTB

2025-07-08T10:11:45+00:00

56,521

768

transformers

['transformers', 'safetensors', 'smollm3', 'text-generation', 'conversational', 'en', 'fr', 'es', 'it', 'pt', 'zh', 'ar', 'ru', 'base_model:HuggingFaceTB/SmolLM3-3B-Base', 'base_model:finetune:HuggingFaceTB/SmolLM3-3B-Base', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

20

511

SmolLM3ForCausalLM

smollm3

2,074,607,616

65,536

2,048

16

36

128,256

Language Model

['Quantized']

['text-generation', 'question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Korean', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production']

{}

83

Medium

0.83

2025-11-02T06:04:27.385153

library_name: transformers license: apache-2.0 language: - en - fr - es - it - pt - zh - ar - ru base_model: - HuggingFaceTB/SmolLM3-3B-Base ![image/png](https://cdn-uploads.huggingface.co/production/...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient']

Qwen/Qwen3-0.6B

Qwen3-0.6B

Qwen

2025-04-27T03:40:08+00:00

7,327,000

752

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-0.6B-Base', 'base_model:finetune:Qwen/Qwen3-0.6B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

19

512

Qwen3ForCausalLM

qwen3

507,904,000

40,960

1,024

16

28

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

78

Medium

0.78

2025-11-02T06:04:27.646742

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-0.6B-Base <a href="https://...

['Fast Inference', 'Multi-turn', 'Safety Aligned']

utter-project/EuroLLM-1.7B

EuroLLM-1.7B

utter-project

2024-08-06T09:33:16+00:00

13,211

98

transformers

['transformers', 'pytorch', 'llama', 'text-generation', 'en', 'de', 'es', 'fr', 'it', 'pt', 'pl', 'nl', 'tr', 'sv', 'cs', 'el', 'hu', 'ro', 'fi', 'uk', 'sl', 'sk', 'da', 'lt', 'lv', 'et', 'bg', 'no', 'ca', 'hr', 'ga', 'mt', 'gl', 'zh', 'ru', 'ko', 'ja', 'ar', 'hi', 'arxiv:2409.16235', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

18

513

LlamaForCausalLM

llama

1,470,103,552

4,096

2,048

16

24

128,000

Language Model

[]

['question-answering', 'translation', 'summarization', 'code-generation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['General Purpose']

{}

83

Medium

0.83

2025-11-02T06:04:28.388520

license: apache-2.0 language: - en - de - es - fr - it - pt - pl - nl - tr - sv - cs - el - hu - ro - fi - uk - sl - sk - da - lt - lv - et - bg - 'no' - ca - hr - ga - mt - gl - zh - ru - ko - ja - a...

['RAG Support', 'Fast Inference', 'Safety Aligned']

inclusionAI/LLaDA2.0-mini-preview

LLaDA2.0-mini-preview

inclusionAI

2025-10-17T07:36:24+00:00

1,548

73

transformers

['transformers', 'safetensors', 'llada2_moe', 'text-generation', 'dllm', 'diffusion', 'llm', 'text_generation', 'conversational', 'custom_code', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

18

514

LLaDA2MoeModelLM

llada2_moe

1,328,545,792

8,192

2,048

16

20

157,184

Language Model

['Fine-tuned', 'RLHF']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Korean', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Education']

{}

70

Medium

0.7

2025-11-02T06:04:28.589155

license: apache-2.0 library_name: transformers tags: - dllm - diffusion - llm - text_generation **LLaDA2.0-mini-preview** is a diffusion language model featuring a 16BA1B Mixture-of-Experts (MoE) arch...

['Function Calling', 'RAG Support', 'Fast Inference', 'Memory Efficient']

cerebras/GLM-4.5-Air-REAP-82B-A12B

GLM-4.5-Air-REAP-82B-A12B

cerebras

2025-10-20T15:44:06+00:00

1,718

81

transformers

['transformers', 'safetensors', 'glm4_moe', 'text-generation', 'glm', 'MOE', 'pruning', 'compression', 'conversational', 'en', 'arxiv:2510.13999', 'base_model:zai-org/GLM-4.5-Air', 'base_model:finetune:zai-org/GLM-4.5-Air', 'license:mit', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

18

515

Glm4MoeForCausalLM

glm4_moe

9,881,780,224

131,072

4,096

96

46

151,552

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'reasoning']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

70

Medium

0.7

2025-11-02T06:04:28.798802

language: - en library_name: transformers tags: - glm - MOE - pruning - compression license: mit name: cerebras/GLM-4.5-Air-REAP-82B-A12B description: > This model was obtained by uniformly pruning 25...

['Function Calling', 'Fast Inference', 'Memory Efficient', 'Multi-turn']

Qwen/Qwen2.5-7B-Instruct

Qwen2.5-7B-Instruct

Qwen

2024-09-16T11:55:40+00:00

8,169,288

849

transformers

['transformers', 'safetensors', 'qwen2', 'text-generation', 'chat', 'conversational', 'en', 'arxiv:2309.00071', 'arxiv:2407.10671', 'base_model:Qwen/Qwen2.5-7B', 'base_model:finetune:Qwen/Qwen2.5-7B', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

17

516

Qwen2ForCausalLM

qwen2

4,860,936,192

32,768

3,584

28

152,064

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production']

{}

86

Easy

0.86

2025-11-02T06:04:28.967496

license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen2.5-7B-Instruct/blob/main/LICENSE language: - en pipeline_tag: text-generation base_model: Qwen/Qwen2.5-7B tags: - chat library_name: ...

['Long Context', 'Fast Inference', 'Safety Aligned']

deepseek-ai/DeepSeek-R1

DeepSeek-R1

deepseek-ai

2025-01-20T03:46:07+00:00

425,526

12,820

transformers

['transformers', 'safetensors', 'deepseek_v3', 'text-generation', 'conversational', 'custom_code', 'arxiv:2501.12948', 'license:mit', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'fp8', 'region:us']

17

517

DeepseekV3ForCausalLM

deepseek_v3

38,537,003,008

163,840

7,168

128

61

129,280

Language Model

['Fine-tuned', 'RLHF', 'Merged']

['text-generation', 'question-answering', 'summarization', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education', 'Business']

{}

48

Hard

0.48

2025-11-02T06:04:29.139725

license: mit library_name: transformers    <div align="center"> <img src="...

['RAG Support', 'Long Context']

Qwen/Qwen3-Embedding-0.6B

Qwen3-Embedding-0.6B

Qwen

2025-06-03T14:25:32+00:00

4,372,213

699

sentence-transformers

['sentence-transformers', 'safetensors', 'qwen3', 'text-generation', 'transformers', 'sentence-similarity', 'feature-extraction', 'text-embeddings-inference', 'arxiv:2506.05176', 'base_model:Qwen/Qwen3-0.6B-Base', 'base_model:finetune:Qwen/Qwen3-0.6B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

17

518

Qwen3ForCausalLM

qwen3

507,630,592

32,768

1,024

16

28

151,669

Language Model

[]

['text-classification', 'code-generation', 'reasoning']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['General Purpose']

{}

81

Medium

0.81

2025-11-02T06:04:29.279718

license: apache-2.0 base_model: - Qwen/Qwen3-0.6B-Base tags: - transformers - sentence-transformers - sentence-similarity - feature-extraction - text-embeddings-inference <p align="center"> <img src="...

['Long Context', 'Safety Aligned']

ByteDance/Ouro-2.6B-Thinking

Ouro-2.6B-Thinking

ByteDance

2025-10-28T22:27:40+00:00

174

17

transformers

['transformers', 'safetensors', 'ouro', 'text-generation', 'looped-language-model', 'reasoning', 'recurrent-depth', 'thinking', 'chain-of-thought', 'conversational', 'custom_code', 'arxiv:2510.25741', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

17

519

OuroForCausalLM

ouro

2,516,582,400

65,536

2,048

16

48

49,152

Language Model

['Specialized']

['text-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

83

Medium

0.83

2025-11-02T06:04:29.457158

library_name: transformers license: apache-2.0 pipeline_tag: text-generation tags: - looped-language-model - reasoning - recurrent-depth - thinking - chain-of-thought ![Ouro Logo](assets/logo.png) **⚠...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient']

meta-llama/Llama-3.2-1B

Llama-3.2-1B

meta-llama

2024-09-18T15:03:14+00:00

1,788,591

2,143

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'en', 'de', 'fr', 'it', 'pt', 'hi', 'es', 'th', 'arxiv:2204.05149', 'arxiv:2405.16406', 'license:llama3.2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

16

520

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:30.734272

No README available

[]

ibm-granite/granite-docling-258M

granite-docling-258M

ibm-granite

2025-05-19T19:53:11+00:00

209,400

998

transformers

['transformers', 'safetensors', 'idefics3', 'image-to-text', 'text-generation', 'documents', 'code', 'formula', 'chart', 'ocr', 'layout', 'table', 'document-parse', 'docling', 'granite', 'extraction', 'math', 'image-text-to-text', 'conversational', 'en', 'dataset:ds4sd/SynthCodeNet', 'dataset:ds4sd/SynthFormulaNet', 'dataset:ds4sd/SynthChartNet', 'dataset:HuggingFaceM4/DoclingMatix', 'arxiv:2501.17887', 'arxiv:2503.11576', 'arxiv:2305.03393', 'license:apache-2.0', 'endpoints_compatible', 'region:us']

16

521

Idefics3ForConditionalGeneration

idefics3

null

100,352

Language Model

['Fine-tuned', 'LoRA']

['text-generation', 'question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education']

{}

48

Hard

0.48

2025-11-02T06:04:32.995593

license: apache-2.0 datasets: - ds4sd/SynthCodeNet - ds4sd/SynthFormulaNet - ds4sd/SynthChartNet - HuggingFaceM4/DoclingMatix tags: - text-generation - documents - code - formula - chart - ocr - layou...

['Fast Inference', 'Memory Efficient', 'Safety Aligned']

inclusionAI/Ling-1T

Ling-1T

inclusionAI

2025-10-02T13:41:55+00:00

4,508

501

transformers

['transformers', 'safetensors', 'bailing_moe', 'text-generation', 'conversational', 'custom_code', 'arxiv:2507.17702', 'arxiv:2507.17634', 'license:mit', 'autotrain_compatible', 'region:us']

16

522

BailingMoeV2ForCausalLM

bailing_moe

65,712,160,768

32,768

8,192

64

80

157,184

Language Model

['RLHF', 'Merged']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Education', 'Legal']

{}

63

Hard

0.63

2025-11-02T06:04:33.160166

license: mit pipeline_tag: text-generation library_name: transformers <p align="center"> <img src="https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*4QxcQrBlTiAAAAAAQXAAAAgAemJ7AQ/original" width...

['Function Calling', 'Long Context', 'Fast Inference', 'Multi-turn']

meta-llama/Meta-Llama-3-8B-Instruct

Meta-Llama-3-8B-Instruct

meta-llama

2024-04-17T09:35:12+00:00

984,685

4,254

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'conversational', 'en', 'license:llama3', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

15

523

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:34.353053

No README available

[]

meta-llama/Llama-3.1-8B

Llama-3.1-8B

meta-llama

2024-07-14T22:20:15+00:00

551,850

1,895

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'en', 'de', 'fr', 'it', 'pt', 'hi', 'es', 'th', 'arxiv:2204.05149', 'license:llama3.1', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

15

524

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:35.547227

No README available

[]

Qwen/Qwen3-4B-Instruct-2507

Qwen3-4B-Instruct-2507

Qwen

2025-08-05T10:58:03+00:00

3,942,352

436

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2505.09388', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

15

525

Qwen3ForCausalLM

qwen3

3,220,111,360

262,144

2,560

32

36

151,936

Language Model

[]

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

68

Medium

0.68

2025-11-02T06:04:35.721001

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai" target="_...

['RAG Support', 'Safety Aligned']

LiquidAI/LFM2-350M-ENJP-MT

LFM2-350M-ENJP-MT

LiquidAI

2025-09-03T04:15:07+00:00

7,197

75

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'liquid', 'edge', 'translation', 'japanese', 'en', 'ja', 'base_model:LiquidAI/LFM2-350M', 'base_model:finetune:LiquidAI/LFM2-350M', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

15

526

Lfm2ForCausalLM

lfm2

268,435,456

128,000

1,024

16

65,536

Chat/Instruct

['Fine-tuned', 'LoRA', 'Specialized']

['text-generation', 'translation', 'conversation']

['English', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Business', 'Healthcare', 'Legal', 'Finance']

{}

70

Medium

0.7

2025-11-02T06:04:35.902649

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en - ja pipeline_tag: translation tags: - liquid - lfm2 - edge - translation - japanese base_model: - L...

['Multi-turn']

rednote-hilab/dots.ocr

dots.ocr

rednote-hilab

2025-07-30T09:55:44+00:00

1,171,956

1,106

dots_ocr

['dots_ocr', 'safetensors', 'text-generation', 'image-to-text', 'ocr', 'document-parse', 'layout', 'table', 'formula', 'transformers', 'custom_code', 'image-text-to-text', 'conversational', 'en', 'zh', 'multilingual', 'license:mit', 'region:us']

14

527

DotsOCRForCausalLM

dots_ocr

1,026,097,152

131,072

1,536

12

28

151,936

Language Model

[]

['text-generation', 'translation', 'summarization', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Finance']

{}

75

Medium

0.75

2025-11-02T06:04:36.097243

license: mit library_name: dots_ocr pipeline_tag: image-text-to-text tags: - image-to-text - ocr - document-parse - layout - table - formula - transformers - custom_code language: - en - zh - multilin...

['RAG Support', 'Fast Inference', 'Memory Efficient']

Qwen/Qwen3-Coder-30B-A3B-Instruct

Qwen3-Coder-30B-A3B-Instruct

Qwen

2025-07-31T07:04:55+00:00

447,208

721

transformers

['transformers', 'safetensors', 'qwen3_moe', 'text-generation', 'conversational', 'arxiv:2505.09388', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

14

528

Qwen3MoeForCausalLM

qwen3_moe

2,727,084,032

262,144

2,048

32

48

151,936

Language Model

[]

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['General Purpose']

{}

78

Medium

0.78

2025-11-02T06:04:36.271244

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/" ta...

['Fast Inference', 'Memory Efficient', 'Safety Aligned']

RUC-DataLab/DeepAnalyze-8B

DeepAnalyze-8B

RUC-DataLab

2025-10-17T09:15:30+00:00

1,763

48

transformers

['transformers', 'safetensors', 'text-generation', 'dataset:RUC-DataLab/DataScience-Instruct-500K', 'arxiv:2510.16872', 'license:mit', 'endpoints_compatible', 'region:us']

14

529

Unknown

unknown

null

Language Model

[]

['text-generation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research']

{}

40

Critical

0.4

2025-11-02T06:04:37.418179

datasets: - RUC-DataLab/DataScience-Instruct-500K license: mit pipeline_tag: text-generation library_name: transformers <p align="center" width="100%"> <img src="assets/logo.png" alt="DeepAnalyze" sty...

[]

LiquidAI/LFM2-350M-PII-Extract-JP

LFM2-350M-PII-Extract-JP

LiquidAI

2025-09-30T07:08:56+00:00

426

51

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'conversational', 'ja', 'base_model:LiquidAI/LFM2-350M', 'base_model:finetune:LiquidAI/LFM2-350M', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

13

530

Lfm2ForCausalLM

lfm2

268,435,456

128,000

1,024

16

65,536

Language Model

['Fine-tuned', 'LoRA', 'Specialized']

['text-generation', 'translation', 'code-generation', 'conversation']

['English', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Healthcare']

{}

70

Medium

0.7

2025-11-02T06:04:37.600540

library_name: transformers language: - ja base_model: - LiquidAI/LFM2-350M license: other license_name: lfm1.0 license_link: LICENSE <center> <div style="text-align: center;"> <img src="https://cdn-up...

['RAG Support', 'Multi-turn']

KORMo-Team/KORMo-10B-sft

KORMo-10B-sft

KORMo-Team

2025-10-12T12:13:51+00:00

2,532

111

transformers

['transformers', 'safetensors', 'kormo', 'text-generation', 'conversational', 'custom_code', 'arxiv:2510.09426', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

13

531

KORMoForCausalLM

kormo

8,565,817,344

131,072

4,096

32

40

125,184

Language Model

['LoRA']

['text-generation', 'question-answering', 'reasoning', 'conversation']

['English', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education', 'Healthcare']

{}

58

Hard

0.58

2025-11-02T06:04:39.767484

library_name: transformers license: apache-2.0 <!-- <p align="center"> <img src="https://github.com/MLP-Lab/KORMo-tutorial/blob/main/tutorial/attachment/kormo_logo.png?raw=true" style="width: 100%; ma...

['RAG Support', 'Safety Aligned']

cturan/MiniMax-M2-GGUF

MiniMax-M2-GGUF

cturan

2025-10-28T17:22:15+00:00

4,667

13

transformers

['transformers', 'gguf', 'text-generation', 'base_model:MiniMaxAI/MiniMax-M2', 'base_model:quantized:MiniMaxAI/MiniMax-M2', 'license:mit', 'endpoints_compatible', 'region:us', 'conversational']

13

532

Unknown

unknown

null

Reasoning

[]

['text-generation', 'reasoning']

['English', 'Japanese', 'Spanish', 'German', 'Russian', 'Arabic']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:41.010517

pipeline_tag: text-generation license: mit library_name: transformers base_model: - MiniMaxAI/MiniMax-M2 **Note:** This setup is experimental. The `minimax` branch will not work with the standard `lla...

[]

Qwen/Qwen3-4B

Qwen3-4B

Qwen

2025-04-27T03:41:29+00:00

1,248,515

432

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-4B-Base', 'base_model:finetune:Qwen/Qwen3-4B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

12

533

Qwen3ForCausalLM

qwen3

3,220,111,360

40,960

2,560

32

36

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

81

Medium

0.81

2025-11-02T06:04:41.165559

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-4B-Base <a href="https://chat...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-8B

Qwen3-8B

Qwen

2025-04-27T03:42:21+00:00

2,548,149

708

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-8B-Base', 'base_model:finetune:Qwen/Qwen3-8B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

12

534

Qwen3ForCausalLM

qwen3

7,870,087,168

40,960

4,096

32

36

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

81

Medium

0.81

2025-11-02T06:04:41.378512

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-8B-Base <a href="https://chat...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

nvidia/NVIDIA-Nemotron-Nano-12B-v2

NVIDIA-Nemotron-Nano-12B-v2

nvidia

2025-08-21T01:31:50+00:00

69,727

117

transformers

['transformers', 'safetensors', 'nvidia', 'pytorch', 'text-generation', 'conversational', 'en', 'es', 'fr', 'de', 'it', 'ja', 'dataset:nvidia/Nemotron-Post-Training-Dataset-v1', 'dataset:nvidia/Nemotron-Post-Training-Dataset-v2', 'dataset:nvidia/Nemotron-Pretraining-Dataset-sample', 'dataset:nvidia/Nemotron-CC-v2', 'dataset:nvidia/Nemotron-CC-Math-v1', 'dataset:nvidia/Nemotron-Pretraining-SFT-v1', 'arxiv:2504.03624', 'arxiv:2508.14444', 'arxiv:2412.02595', 'base_model:nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base', 'base_model:finetune:nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base', 'license:other', 'endpoints_compatible', 'region:us']

12

535

NemotronHForCausalLM

nemotron_h

20,174,602,240

131,072

5,120

40

62

131,072

Language Model

['Fine-tuned', 'Quantized', 'Merged', 'Specialized']

['text-generation', 'question-answering', 'translation', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Business', 'Legal', 'Finance']

{}

61

Hard

0.61

2025-11-02T06:04:41.574096

license: other license_name: nvidia-open-model-license license_link: >- https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/ pipeline_tag: text-generation datasets: -...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

microsoft/VibeVoice-1.5B

VibeVoice-1.5B

microsoft

2025-08-25T13:46:48+00:00

223,609

1,943

transformers

['transformers', 'safetensors', 'vibevoice', 'text-generation', 'Podcast', 'text-to-speech', 'en', 'zh', 'arxiv:2508.19205', 'arxiv:2412.08635', 'license:mit', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

12

536

VibeVoiceForConditionalGeneration

vibevoice

null

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education', 'Business', 'Legal']

{}

53

Hard

0.53

2025-11-02T06:04:41.697053

language: - en - zh license: mit pipeline_tag: text-to-speech tags: - Podcast library_name: transformers VibeVoice is a novel framework designed for generating expressive, long-form, multi-speaker con...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn']

LiquidAI/LFM2-350M-Extract

LFM2-350M-Extract

LiquidAI

2025-09-03T17:13:53+00:00

5,852

61

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'liquid', 'edge', 'conversational', 'en', 'ar', 'zh', 'fr', 'de', 'ja', 'ko', 'es', 'base_model:LiquidAI/LFM2-350M', 'base_model:finetune:LiquidAI/LFM2-350M', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

12

537

Lfm2ForCausalLM

lfm2

268,435,456

128,000

1,024

16

65,536

Language Model

['LoRA']

['text-generation', 'translation', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

70

Medium

0.7

2025-11-02T06:04:41.856905

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en - ar - zh - fr - de - ja - ko - es pipeline_tag: text-generation tags: - liquid - lfm2 - edge base_m...

['Multi-turn']

tencent/HunyuanImage-3.0

HunyuanImage-3.0

tencent

2025-09-25T06:28:28+00:00

101,407

947

transformers

['transformers', 'safetensors', 'hunyuan_image_3_moe', 'text-generation', 'text-to-image', 'custom_code', 'arxiv:2509.23951', 'license:other', 'autotrain_compatible', 'region:us']

12

538

HunyuanImage3ForCausalMM

hunyuan_image_3_moe

6,987,710,464

12,800

4,096

32

133,120

Language Model

['RLHF']

['text-generation', 'translation', 'summarization', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education', 'Creative Writing']

{}

55

Hard

0.55

2025-11-02T06:04:42.507409

license: other license_name: tencent-hunyuan-community license_link: LICENSE pipeline_tag: text-to-image library_name: transformers <div align="center"> <img src="./assets/logo.png" alt="HunyuanImage-...

['RAG Support', 'Fast Inference', 'Memory Efficient', 'Multi-turn']

meta-llama/Llama-2-7b-chat-hf

Llama-2-7b-chat-hf

meta-llama

2023-07-13T16:45:23+00:00

380,375

4,631

transformers

['transformers', 'pytorch', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'llama-2', 'conversational', 'en', 'arxiv:2307.09288', 'license:llama2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

11

539

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:43.777035

No README available

[]

Qwen/Qwen2.5-0.5B

Qwen2.5-0.5B

Qwen

2024-09-15T12:15:39+00:00

747,023

329

transformers

['transformers', 'safetensors', 'qwen2', 'text-generation', 'conversational', 'en', 'arxiv:2407.10671', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

11

540

Qwen2ForCausalLM

qwen2

367,345,664

32,768

896

14

24

151,936

Language Model

['RLHF', 'Specialized']

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['General Purpose']

{}

91

Easy

0.91

2025-11-02T06:04:43.972079

license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen2.5-0.5B/blob/main/LICENSE language: - en pipeline_tag: text-generation library_name: transformers Qwen2.5 is the latest series of Qwe...

['Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

meta-llama/Llama-3.2-3B-Instruct

Llama-3.2-3B-Instruct

meta-llama

2024-09-18T15:19:20+00:00

1,924,026

1,789

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'conversational', 'en', 'de', 'fr', 'it', 'pt', 'hi', 'es', 'th', 'arxiv:2204.05149', 'arxiv:2405.16406', 'license:llama3.2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

11

541

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:47.324074

No README available

[]

MiniMaxAI/MiniMax-M1-80k

MiniMax-M1-80k

MiniMaxAI

2025-06-13T08:21:14+00:00

262

685

transformers

['transformers', 'safetensors', 'minimax_m1', 'text-generation', 'vllm', 'conversational', 'custom_code', 'arxiv:2506.13585', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

11

542

MiniMaxM1ForCausalLM

minimax_m1

37,467,979,776

10,240,000

6,144

64

80

200,064

Language Model

['RLHF', 'Merged']

['text-generation', 'question-answering', 'translation', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Education', 'Creative Writing', 'Business']

{}

66

Medium

0.66

2025-11-02T06:04:47.514261

pipeline_tag: text-generation license: apache-2.0 library_name: transformers tags: - vllm <div align="center"> <svg width="60%" height="auto" viewBox="0 0 144 48" fill="none" xmlns="http://www.w3.org/...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-30B-A3B-Instruct-2507

Qwen3-30B-A3B-Instruct-2507

Qwen

2025-07-28T07:31:27+00:00

1,212,976

638

transformers

['transformers', 'safetensors', 'qwen3_moe', 'text-generation', 'conversational', 'arxiv:2402.17463', 'arxiv:2407.02490', 'arxiv:2501.15383', 'arxiv:2404.06654', 'arxiv:2505.09388', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

11

543

Qwen3MoeForCausalLM

qwen3_moe

2,727,084,032

262,144

2,048

32

48

151,936

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

96

Easy

0.96

2025-11-02T06:04:47.667741

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/?mode...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Safety Aligned']

unsloth/gpt-oss-20b-GGUF

gpt-oss-20b-GGUF

unsloth

2025-08-05T17:12:17+00:00

211,159

451

transformers

['transformers', 'gguf', 'gpt_oss', 'text-generation', 'openai', 'unsloth', 'base_model:openai/gpt-oss-20b', 'base_model:quantized:openai/gpt-oss-20b', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us', 'conversational']

11

544

GptOssForCausalLM

gpt_oss

2,967,920,640

131,072

2,880

64

24

201,088

Language Model

['Fine-tuned', 'Quantized', 'Specialized']

['text-generation', 'reasoning', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Business']

{}

85

Easy

0.85

2025-11-02T06:04:47.826988

base_model: - openai/gpt-oss-20b license: apache-2.0 pipeline_tag: text-generation library_name: transformers tags: - openai - unsloth > [!NOTE] > GGUF uploads with our fixes. More details and [Read o...

['Function Calling', 'Fast Inference', 'Multi-turn']

Qwen/Qwen3-Next-80B-A3B-Instruct

Qwen3-Next-80B-A3B-Instruct

Qwen

2025-09-09T15:40:56+00:00

1,663,221

845

transformers

['transformers', 'safetensors', 'qwen3_next', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2404.06654', 'arxiv:2505.09388', 'arxiv:2501.15383', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

11

545

Qwen3NextForCausalLM

qwen3_next

2,727,084,032

262,144

2,048

16

48

151,936

Language Model

['Merged']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing']

{}

86

Easy

0.86

2025-11-02T06:04:48.062881

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/" tar...

['Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

inclusionAI/Ring-1T

Ring-1T

inclusionAI

2025-10-10T16:39:04+00:00

1,807

216

transformers

['transformers', 'safetensors', 'bailing_moe', 'text-generation', 'conversational', 'custom_code', 'arxiv:2510.18855', 'license:mit', 'autotrain_compatible', 'region:us']

11

546

BailingMoeV2ForCausalLM

bailing_moe

65,712,160,768

65,536

8,192

64

80

157,184

Language Model

['RLHF']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Education', 'Creative Writing', 'Business', 'Healthcare']

{}

63

Hard

0.63

2025-11-02T06:04:48.298904

pipeline_tag: text-generation license: mit library_name: transformers <p align="center"> <img src="https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*4QxcQrBlTiAAAAAAQXAAAAgAemJ7AQ/original" width...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient']

cerebras/GLM-4.6-REAP-218B-A32B-FP8

GLM-4.6-REAP-218B-A32B-FP8

cerebras

2025-10-23T20:29:59+00:00

757

34

transformers

['transformers', 'safetensors', 'glm4_moe', 'text-generation', 'glm', 'MOE', 'pruning', 'compression', 'conversational', 'en', 'arxiv:2510.13999', 'base_model:zai-org/GLM-4.6-FP8', 'base_model:quantized:zai-org/GLM-4.6-FP8', 'license:mit', 'autotrain_compatible', 'endpoints_compatible', 'compressed-tensors', 'region:us']

11

547

Glm4MoeForCausalLM

glm4_moe

29,716,643,840

202,752

5,120

96

92

151,552

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'reasoning']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

60

Hard

0.6

2025-11-02T06:04:48.580571

language: - en library_name: transformers tags: - glm - MOE - pruning - compression license: mit name: cerebras/GLM-4.6-REAP-218B-A32B-FP8 description: > This model was obtained by uniformly pruning 4...

['Function Calling', 'Fast Inference', 'Memory Efficient', 'Multi-turn']

internlm/JanusCoder-8B

JanusCoder-8B

internlm

2025-10-27T09:33:54+00:00

139

11

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'image-text-to-text', 'conversational', 'arxiv:2510.23538', 'arxiv:2403.14734', 'arxiv:2510.09724', 'arxiv:2507.22080', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

11

548

Qwen3ForCausalLM

qwen3

7,870,087,168

32,768

4,096

32

36

151,936

Language Model

['Specialized']

['text-generation', 'code-generation', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research']

{}

68

Medium

0.68

2025-11-02T06:04:48.730231

license: apache-2.0 pipeline_tag: image-text-to-text library_name: transformers [💻Github Repo](https://github.com/InternLM/JanusCoder) • [🤗Model Collections](https://huggingface.co/collections/internl...

['Safety Aligned']

unsloth/MiniMax-M2

MiniMax-M2

unsloth

2025-10-28T12:05:08+00:00

264

11

transformers

['transformers', 'safetensors', 'minimax', 'text-generation', 'conversational', 'arxiv:2504.07164', 'arxiv:2509.06501', 'arxiv:2509.13160', 'license:mit', 'autotrain_compatible', 'endpoints_compatible', 'fp8', 'region:us']

11

549

MiniMaxM2ForCausalLM

minimax

7,635,861,504

196,608

3,072

48

62

200,064

Language Model

['LoRA']

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production']

{}

91

Easy

0.91

2025-11-02T06:04:48.913609

pipeline_tag: text-generation license: mit library_name: transformers <div align="center"> <svg width="60%" height="auto" viewBox="0 0 144 48" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Safety Aligned']

ByteDance/Ouro-1.4B-Thinking

Ouro-1.4B-Thinking

ByteDance

2025-10-28T22:14:40+00:00

34

11

transformers

['transformers', 'safetensors', 'ouro', 'text-generation', 'looped-language-model', 'reasoning', 'recurrent-depth', 'thinking', 'chain-of-thought', 'conversational', 'custom_code', 'arxiv:2510.25741', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

11

550

OuroForCausalLM

ouro

1,308,622,848

65,536

2,048

16

24

49,152

Language Model

['Specialized']

['text-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

83

Medium

0.83

2025-11-02T06:04:49.079678

library_name: transformers license: apache-2.0 pipeline_tag: text-generation tags: - looped-language-model - reasoning - recurrent-depth - thinking - chain-of-thought ![Ouro Logo](assets/logo.png) **⚠...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient']

mistralai/Mistral-7B-Instruct-v0.2

Mistral-7B-Instruct-v0.2

mistralai

2023-12-11T13:18:44+00:00

2,963,552

2,997

transformers

['transformers', 'pytorch', 'safetensors', 'mistral', 'text-generation', 'finetuned', 'mistral-common', 'conversational', 'arxiv:2310.06825', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'region:us']

10

551

MistralForCausalLM

mistral

6,573,522,944

32,768

4,096

32

32,000

Language Model

['Fine-tuned']

['text-generation', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Education']

{}

78

Medium

0.78

2025-11-02T06:04:51.526764

library_name: transformers license: apache-2.0 tags: - finetuned - mistral-common new_version: mistralai/Mistral-7B-Instruct-v0.3 inference: false widget: - messages: - role: user content: What is you...

['RAG Support', 'Long Context']

fdtn-ai/Foundation-Sec-8B

Foundation-Sec-8B

fdtn-ai

2025-04-26T17:20:37+00:00

8,906

265

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'security', 'en', 'arxiv:2504.21039', 'base_model:meta-llama/Llama-3.1-8B', 'base_model:finetune:meta-llama/Llama-3.1-8B', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

10

552

LlamaForCausalLM

llama

6,968,311,808

131,072

4,096

32

128,384

Language Model

['Specialized']

['text-generation', 'question-answering', 'text-classification', 'summarization', 'reasoning']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Healthcare', 'Legal']

{}

78

Medium

0.78

2025-11-02T06:04:51.692849

base_model: - meta-llama/Llama-3.1-8B language: - en library_name: transformers license: apache-2.0 pipeline_tag: text-generation tags: - security Foundation-Sec-8B (Llama-3.1-FoundationAI-SecurityLLM...

['RAG Support', 'Fast Inference', 'Memory Efficient', 'Safety Aligned']

katanemo/Arch-Router-1.5B

Arch-Router-1.5B

katanemo

2025-05-30T18:16:23+00:00

3,508

216

transformers

['transformers', 'safetensors', 'qwen2', 'text-generation', 'routing', 'preference', 'arxiv:2506.16655', 'llm', 'conversational', 'en', 'base_model:Qwen/Qwen2.5-1.5B-Instruct', 'base_model:finetune:Qwen/Qwen2.5-1.5B-Instruct', 'license:other', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

10

553

Qwen2ForCausalLM

qwen2

1,026,097,152

32,768

1,536

12

28

151,936

Language Model

['Specialized']

['text-generation', 'question-answering', 'translation', 'summarization', 'code-generation', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Healthcare', 'Legal']

{}

83

Medium

0.83

2025-11-02T06:04:51.925588

base_model: - Qwen/Qwen2.5-1.5B-Instruct language: - en library_name: transformers license: other license_name: katanemo-research license_link: https://huggingface.co/katanemo/Arch-Router-1.5B/blob/ma...

['Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

dphn/Dolphin-Mistral-24B-Venice-Edition

Dolphin-Mistral-24B-Venice-Edition

dphn

2025-06-12T05:29:16+00:00

7,206

279

transformers

['transformers', 'safetensors', 'mistral', 'text-generation', 'conversational', 'base_model:mistralai/Mistral-Small-24B-Instruct-2501', 'base_model:finetune:mistralai/Mistral-Small-24B-Instruct-2501', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

10

554

MistralForCausalLM

mistral

13,254,000,640

32,768

5,120

32

40

131,072

Language Model

['Specialized']

['text-generation', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Business', 'Legal']

{}

63

Hard

0.63

2025-11-02T06:04:52.262356

license: apache-2.0 base_model: - mistralai/Mistral-Small-24B-Instruct-2501 pipeline_tag: text-generation library_name: transformers Website: https://dphn.ai Twitter: https://x.com/dphnAI Web Chat: ht...

['Multi-turn', 'Safety Aligned']

LiquidAI/LFM2-350M-Math

LFM2-350M-Math

LiquidAI

2025-08-25T17:06:02+00:00

1,296

49

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'liquid', 'edge', 'conversational', 'en', 'base_model:LiquidAI/LFM2-350M', 'base_model:finetune:LiquidAI/LFM2-350M', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

10

555

Lfm2ForCausalLM

lfm2

268,435,456

128,000

1,024

16

65,536

Chat/Instruct

['RLHF', 'LoRA']

['text-generation', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Education']

{}

70

Medium

0.7

2025-11-02T06:04:52.573164

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en pipeline_tag: text-generation tags: - liquid - lfm2 - edge base_model: LiquidAI/LFM2-350M <center> <...

['RAG Support', 'Multi-turn']

facebook/MobileLLM-Pro

MobileLLM-Pro

facebook

2025-09-10T18:40:06+00:00

4,486

138

transformers

['transformers', 'safetensors', 'llama4_text', 'text-generation', 'facebook', 'meta', 'pytorch', 'conversational', 'custom_code', 'en', 'base_model:facebook/MobileLLM-Pro-base', 'base_model:finetune:facebook/MobileLLM-Pro-base', 'license:fair-noncommercial-research-license', 'autotrain_compatible', 'region:us']

10

556

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:53.726917

No README available

[]

nineninesix/kani-tts-370m

kani-tts-370m

nineninesix

2025-09-30T07:31:22+00:00

8,444

136

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'text-to-speech', 'en', 'de', 'ar', 'zh', 'es', 'ko', 'arxiv:2505.20506', 'base_model:nineninesix/kani-tts-450m-0.2-pt', 'base_model:finetune:nineninesix/kani-tts-450m-0.2-pt', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

10

557

Lfm2ForCausalLM

lfm2

283,798,528

128,000

1,024

16

80,539

Language Model

['Fine-tuned', 'Specialized']

['conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Legal']

{}

75

Medium

0.75

2025-11-02T06:04:53.846237

license: apache-2.0 language: - en - de - ar - zh - es - ko pipeline_tag: text-to-speech library_name: transformers base_model: - nineninesix/kani-tts-450m-0.2-pt <p> <img src="https://www.nineninesix...

['Fast Inference', 'Memory Efficient', 'Multi-turn']

vandijklab/C2S-Scale-Gemma-2-27B

C2S-Scale-Gemma-2-27B

vandijklab

2025-10-06T20:22:30+00:00

9,715

137

transformers

['transformers', 'safetensors', 'gemma2', 'text-generation', 'biology', 'scRNAseq', 'genomics', 'computational-biology', 'bioinformatics', 'gene-expression', 'cell-biology', 'pytorch', 'cell-type-annotation', 'Question Answering', 'en', 'base_model:google/gemma-2-27b', 'base_model:finetune:google/gemma-2-27b', 'license:cc-by-4.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

10

558

Gemma2ForCausalLM

gemma2

12,900,630,528

8,192

4,608

32

46

256,000

Language Model

['Fine-tuned', 'RLHF', 'Specialized']

['text-generation', 'question-answering', 'text-classification', 'reasoning']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Education', 'Legal']

{}

60

Hard

0.6

2025-11-02T06:04:54.048874

license: cc-by-4.0 language: - en base_model: google/gemma-2-27b library_name: transformers pipeline_tag: text-generation tags: - biology - scRNAseq - gemma2 - genomics - computational-biology - bioin...

['RAG Support', 'Fast Inference']

openai-community/gpt2

gpt2

openai-community

2022-03-02T23:29:04+00:00

11,402,243

3,004

transformers

['transformers', 'pytorch', 'tf', 'jax', 'tflite', 'rust', 'onnx', 'safetensors', 'gpt2', 'text-generation', 'exbert', 'en', 'doi:10.57967/hf/0039', 'license:mit', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

9

559

GPT2LMHeadModel

gpt2

null

50,257

Language Model

['Fine-tuned']

['text-generation', 'code-generation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:54.207185

language: en tags: - exbert license: mit Test the whole generation capabilities here: https://transformer.huggingface.co/doc/gpt2-large Pretrained model on English language using a causal language mod...

[]

google/gemma-7b

gemma-7b

google

2024-02-08T22:36:43+00:00

31,556

3,228

transformers

['transformers', 'safetensors', 'gguf', 'gemma', 'text-generation', 'arxiv:2305.14314', 'arxiv:2312.11805', 'arxiv:2009.03300', 'arxiv:1905.07830', 'arxiv:1911.11641', 'arxiv:1904.09728', 'arxiv:1905.10044', 'arxiv:1907.10641', 'arxiv:1811.00937', 'arxiv:1809.02789', 'arxiv:1911.01547', 'arxiv:1705.03551', 'arxiv:2107.03374', 'arxiv:2108.07732', 'arxiv:2110.14168', 'arxiv:2304.06364', 'arxiv:2206.04615', 'arxiv:1804.06876', 'arxiv:2110.08193', 'arxiv:2009.11462', 'arxiv:2101.11718', 'arxiv:1804.09301', 'arxiv:2109.07958', 'arxiv:2203.09509', 'license:gemma', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

9

560

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:55.404705

No README available

[]

meta-llama/Llama-3.3-70B-Instruct

Llama-3.3-70B-Instruct

meta-llama

2024-11-26T16:08:47+00:00

764,118

2,549

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'conversational', 'en', 'fr', 'it', 'pt', 'hi', 'es', 'th', 'de', 'arxiv:2204.05149', 'base_model:meta-llama/Llama-3.1-70B', 'base_model:finetune:meta-llama/Llama-3.1-70B', 'license:llama3.3', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

9

561

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:04:58.660939

No README available

[]

Qwen/Qwen3-1.7B

Qwen3-1.7B

Qwen

2025-04-27T03:41:05+00:00

1,284,936

305

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-1.7B-Base', 'base_model:finetune:Qwen/Qwen3-1.7B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

9

562

Qwen3ForCausalLM

qwen3

1,720,451,072

40,960

2,048

16

28

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

78

Medium

0.78

2025-11-02T06:04:58.850824

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-1.7B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-1.7B-Base <a href="https://...

['Fast Inference', 'Multi-turn', 'Safety Aligned']

LiquidAI/LFM2-350M

LFM2-350M

LiquidAI

2025-07-10T12:01:24+00:00

26,822

170

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'liquid', 'edge', 'conversational', 'en', 'ar', 'zh', 'fr', 'de', 'ja', 'ko', 'es', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

9

563

Lfm2ForCausalLM

lfm2

268,435,456

128,000

1,024

16

65,536

Language Model

['LoRA']

['text-generation', 'question-answering', 'translation', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing', 'Healthcare']

{}

88

Easy

0.88

2025-11-02T06:04:59.005180

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en - ar - zh - fr - de - ja - ko - es pipeline_tag: text-generation tags: - liquid - lfm2 - edge <cente...

['Function Calling', 'RAG Support', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

moonshotai/Kimi-K2-Instruct

Kimi-K2-Instruct

moonshotai

2025-07-11T00:55:12+00:00

81,900

2,198

transformers

['transformers', 'safetensors', 'kimi_k2', 'text-generation', 'conversational', 'custom_code', 'doi:10.57967/hf/5976', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'fp8', 'region:us']

9

564

DeepseekV3ForCausalLM

kimi_k2

38,784,729,088

131,072

7,168

64

61

163,840

Language Model

[]

['question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production']

{}

63

Hard

0.63

2025-11-02T06:04:59.218527

license: other license_name: modified-mit library_name: transformers new_version: moonshotai/Kimi-K2-Instruct-0905 <div align="center"> <picture> <img src="figures/kimi-logo.png" width="30%" alt="Kimi...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn']

google/gemma-3-270m-it

gemma-3-270m-it

google

2025-07-30T18:06:27+00:00

206,547

448

transformers

['transformers', 'safetensors', 'gemma3_text', 'text-generation', 'gemma3', 'gemma', 'google', 'conversational', 'arxiv:2503.19786', 'arxiv:1905.07830', 'arxiv:1905.10044', 'arxiv:1911.11641', 'arxiv:1705.03551', 'arxiv:1911.01547', 'arxiv:1907.10641', 'arxiv:2311.07911', 'arxiv:2311.12022', 'arxiv:2411.04368', 'arxiv:1904.09728', 'arxiv:1903.00161', 'arxiv:2009.03300', 'arxiv:2304.06364', 'arxiv:2103.03874', 'arxiv:2110.14168', 'arxiv:2108.07732', 'arxiv:2107.03374', 'arxiv:2403.07974', 'arxiv:2305.03111', 'arxiv:2405.04520', 'arxiv:2210.03057', 'arxiv:2106.03193', 'arxiv:1910.11856', 'arxiv:2502.12404', 'arxiv:2502.21228', 'arxiv:2404.16816', 'arxiv:2104.12756', 'arxiv:2311.16502', 'arxiv:2203.10244', 'arxiv:2404.12390', 'arxiv:1810.12440', 'arxiv:1908.02660', 'arxiv:2310.02255', 'arxiv:2312.11805', 'base_model:google/gemma-3-270m', 'base_model:finetune:google/gemma-3-270m', 'license:gemma', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

9

565

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:00.371011

No README available

[]

nvidia/NVIDIA-Nemotron-Nano-9B-v2

NVIDIA-Nemotron-Nano-9B-v2

nvidia

2025-08-12T22:43:32+00:00

190,478

419

transformers

['transformers', 'safetensors', 'nvidia', 'pytorch', 'text-generation', 'conversational', 'en', 'es', 'fr', 'de', 'it', 'ja', 'dataset:nvidia/Nemotron-Post-Training-Dataset-v1', 'dataset:nvidia/Nemotron-Post-Training-Dataset-v2', 'dataset:nvidia/Nemotron-Pretraining-Dataset-sample', 'dataset:nvidia/Nemotron-CC-v2', 'dataset:nvidia/Nemotron-CC-Math-v1', 'dataset:nvidia/Nemotron-Pretraining-SFT-v1', 'arxiv:2504.03624', 'arxiv:2508.14444', 'arxiv:2412.02595', 'base_model:nvidia/NVIDIA-Nemotron-Nano-12B-v2', 'base_model:finetune:nvidia/NVIDIA-Nemotron-Nano-12B-v2', 'license:other', 'endpoints_compatible', 'region:us']

9

566

NemotronHForCausalLM

nemotron_h

14,074,511,360

131,072

4,480

40

56

131,072

Language Model

['Quantized', 'Merged', 'Specialized']

['text-generation', 'question-answering', 'translation', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Business', 'Legal', 'Finance']

{}

71

Medium

0.71

2025-11-02T06:05:00.495085

license: other license_name: nvidia-open-model-license license_link: >- https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/ pipeline_tag: text-generation datasets: -...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

LiquidAI/LFM2-8B-A1B

LFM2-8B-A1B

LiquidAI

2025-10-07T13:55:39+00:00

13,348

231

transformers

['transformers', 'safetensors', 'lfm2_moe', 'text-generation', 'liquid', 'lfm2', 'edge', 'moe', 'conversational', 'en', 'ar', 'zh', 'fr', 'de', 'ja', 'ko', 'es', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

9

567

Lfm2MoeForCausalLM

lfm2_moe

1,342,177,280

128,000

2,048

32

24

65,536

Language Model

['Quantized', 'LoRA']

['text-generation', 'question-answering', 'translation', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing', 'Healthcare']

{}

88

Easy

0.88

2025-11-02T06:05:00.694981

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en - ar - zh - fr - de - ja - ko - es pipeline_tag: text-generation tags: - liquid - lfm2 - edge - moe ...

['Function Calling', 'RAG Support', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

cerebras/Qwen3-Coder-REAP-25B-A3B

Qwen3-Coder-REAP-25B-A3B

cerebras

2025-10-20T15:40:03+00:00

971

32

transformers

['transformers', 'qwen3_moe', 'text-generation', 'qwen-coder', 'MOE', 'pruning', 'compression', 'conversational', 'en', 'arxiv:2510.13999', 'base_model:Qwen/Qwen3-Coder-30B-A3B-Instruct', 'base_model:finetune:Qwen/Qwen3-Coder-30B-A3B-Instruct', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

9

568

Qwen3MoeForCausalLM

qwen3_moe

2,727,084,032

262,144

2,048

32

48

151,936

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'reasoning']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Creative Writing']

{}

85

Easy

0.85

2025-11-02T06:05:00.907388

language: - en library_name: transformers tags: - qwen-coder - MOE - pruning - compression license: apache-2.0 name: cerebras/Qwen3-Coder-REAP-25B-A3B description: > This model was obtained by uniform...

['Function Calling', 'Fast Inference', 'Memory Efficient', 'Multi-turn']

meta-llama/Llama-3.2-1B-Instruct

Llama-3.2-1B-Instruct

meta-llama

2024-09-18T15:12:47+00:00

3,843,095

1,141

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'conversational', 'en', 'de', 'fr', 'it', 'pt', 'hi', 'es', 'th', 'arxiv:2204.05149', 'arxiv:2405.16406', 'license:llama3.2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

8

569

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:02.115343

No README available

[]

microsoft/Phi-4-mini-instruct

Phi-4-mini-instruct

microsoft

2025-02-19T01:00:58+00:00

249,315

623

transformers

['transformers', 'safetensors', 'phi3', 'text-generation', 'nlp', 'code', 'conversational', 'custom_code', 'multilingual', 'ar', 'zh', 'cs', 'da', 'nl', 'en', 'fi', 'fr', 'de', 'he', 'hu', 'it', 'ja', 'ko', 'no', 'pl', 'pt', 'ru', 'es', 'sv', 'th', 'tr', 'uk', 'arxiv:2503.01743', 'license:mit', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

8

570

Phi3ForCausalLM

phi3

4,238,475,264

131,072

3,072

24

32

200,064

Language Model

['Specialized']

['text-generation', 'question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Business', 'Healthcare', 'Legal']

{}

86

Easy

0.86

2025-11-02T06:05:02.271039

language: - multilingual - ar - zh - cs - da - nl - en - fi - fr - de - he - hu - it - ja - ko - 'no' - pl - pt - ru - es - sv - th - tr - uk library_name: transformers license: mit license_link: http...

['Function Calling', 'RAG Support', 'Long Context', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-30B-A3B

Qwen3-30B-A3B

Qwen

2025-04-27T03:43:05+00:00

421,099

808

transformers

['transformers', 'safetensors', 'qwen3_moe', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-30B-A3B-Base', 'base_model:finetune:Qwen/Qwen3-30B-A3B-Base', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

8

571

Qwen3MoeForCausalLM

qwen3_moe

2,727,084,032

40,960

2,048

32

48

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

86

Easy

0.86

2025-11-02T06:05:04.542970

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-30B-A3B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-30B-A3B-Base <a href="ht...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-Embedding-8B

Qwen3-Embedding-8B

Qwen

2025-06-03T14:39:10+00:00

751,756

419

sentence-transformers

['sentence-transformers', 'safetensors', 'qwen3', 'text-generation', 'transformers', 'sentence-similarity', 'feature-extraction', 'text-embeddings-inference', 'arxiv:2506.05176', 'base_model:Qwen/Qwen3-8B-Base', 'base_model:finetune:Qwen/Qwen3-8B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

8

572

Qwen3ForCausalLM

qwen3

7,868,977,152

40,960

4,096

32

36

151,665

Language Model

[]

['text-classification', 'code-generation', 'reasoning']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['General Purpose']

{}

76

Medium

0.76

2025-11-02T06:05:04.693307

license: apache-2.0 base_model: - Qwen/Qwen3-8B-Base tags: - transformers - sentence-transformers - sentence-similarity - feature-extraction - text-embeddings-inference <p align="center"> <img src="ht...

['Long Context', 'Safety Aligned']

unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF

Qwen3-Coder-30B-A3B-Instruct-GGUF

unsloth

2025-07-31T10:27:38+00:00

128,072

304

transformers

['transformers', 'gguf', 'unsloth', 'qwen3', 'qwen', 'text-generation', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-Coder-30B-A3B-Instruct', 'base_model:quantized:Qwen/Qwen3-Coder-30B-A3B-Instruct', 'license:apache-2.0', 'endpoints_compatible', 'region:us', 'imatrix', 'conversational']

8

573

Unknown

unknown

null

Language Model

[]

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research']

{}

48

Hard

0.48

2025-11-02T06:05:06.123237

tags: - unsloth - qwen3 - qwen base_model: - Qwen/Qwen3-Coder-30B-A3B-Instruct library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blo...

['Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

tencent/DeepSeek-V3.1-Terminus-W4AFP8

DeepSeek-V3.1-Terminus-W4AFP8

tencent

2025-10-28T03:13:16+00:00

25

8

transformers

['transformers', 'safetensors', 'deepseek_v3', 'text-generation', 'quantized', 'TensorRT-Model-Optimizer', 'int4', 'fp8', 'conversational', 'custom_code', 'base_model:deepseek-ai/DeepSeek-V3.1-Terminus', 'base_model:finetune:deepseek-ai/DeepSeek-V3.1-Terminus', 'license:mit', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '8-bit', 'region:us']

8

574

DeepseekV3ForCausalLM

deepseek_v3

38,537,003,008

163,840

7,168

128

61

129,280

Code Generation

['Quantized', 'Merged']

['question-answering']

['English', 'Spanish', 'German', 'Russian', 'Arabic']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:06.285786

license: mit library_name: transformers base_model: - deepseek-ai/DeepSeek-V3.1-Terminus tags: - quantized - TensorRT-Model-Optimizer - int4 - fp8 This model is a mixed-precision quantized version of ...

[]

unsloth/MiniMax-M2-GGUF

MiniMax-M2-GGUF

unsloth

2025-11-01T12:45:39+00:00

0

8

transformers

['transformers', 'gguf', 'text-generation', 'arxiv:2504.07164', 'arxiv:2509.06501', 'arxiv:2509.13160', 'base_model:MiniMaxAI/MiniMax-M2', 'base_model:quantized:MiniMaxAI/MiniMax-M2', 'license:mit', 'endpoints_compatible', 'region:us', 'imatrix', 'conversational']

8

575

Unknown

unknown

null

Language Model

['LoRA']

['text-generation', 'question-answering', 'code-generation', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production']

{}

66

Medium

0.66

2025-11-02T06:05:07.498751

pipeline_tag: text-generation license: mit library_name: transformers base_model: - MiniMaxAI/MiniMax-M2 <div align="center"> <svg width="60%" height="auto" viewBox="0 0 144 48" fill="none" xmlns="htt...

['Function Calling', 'RAG Support', 'Long Context', 'Fast Inference', 'Safety Aligned']

TinyLlama/TinyLlama-1.1B-Chat-v1.0

TinyLlama-1.1B-Chat-v1.0

TinyLlama

2023-12-30T06:27:30+00:00

4,184,525

1,438

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'conversational', 'en', 'dataset:cerebras/SlimPajama-627B', 'dataset:bigcode/starcoderdata', 'dataset:HuggingFaceH4/ultrachat_200k', 'dataset:HuggingFaceH4/ultrafeedback_binarized', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

576

LlamaForCausalLM

llama

1,172,832,256

2,048

32

22

32,000

Language Model

['Fine-tuned']

['text-generation', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['General Purpose']

{}

86

Easy

0.86

2025-11-02T06:05:07.664871

license: apache-2.0 datasets: - cerebras/SlimPajama-627B - bigcode/starcoderdata - HuggingFaceH4/ultrachat_200k - HuggingFaceH4/ultrafeedback_binarized language: - en widget: - example_title: Fibonacc...

['Long Context', 'Multi-turn', 'Safety Aligned']

meta-llama/Meta-Llama-3-8B

Meta-Llama-3-8B

meta-llama

2024-04-17T09:35:16+00:00

1,760,997

6,358

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'pytorch', 'llama-3', 'en', 'license:llama3', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

577

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:08.827349

No README available

[]

microsoft/Phi-3-mini-4k-instruct

Phi-3-mini-4k-instruct

microsoft

2024-04-22T16:18:17+00:00

1,546,273

1,321

transformers

['transformers', 'safetensors', 'phi3', 'text-generation', 'nlp', 'code', 'conversational', 'custom_code', 'en', 'fr', 'license:mit', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

578

Phi3ForCausalLM

phi3

3,722,379,264

4,096

3,072

32

32,064

Language Model

['Fine-tuned', 'Quantized', 'Specialized']

['text-generation', 'question-answering', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Business', 'Legal']

{}

81

Medium

0.81

2025-11-02T06:05:09.049198

license: mit license_link: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE language: - en - fr pipeline_tag: text-generation tags: - nlp - code inference: parameters: temp...

['RAG Support', 'Long Context', 'Fast Inference', 'Memory Efficient', 'Multi-turn', 'Safety Aligned']

AlicanKiraz0/Cybersecurity-BaronLLM_Offensive_Security_LLM_Q6_K_GGUF

Cybersecurity-BaronLLM_Offensive_Security_LLM_Q6_K_GGUF

AlicanKiraz0

2025-01-21T03:41:56+00:00

632

110

transformers

['transformers', 'gguf', 'llama-cpp', 'gguf-my-repo', 'text-generation', 'en', 'base_model:meta-llama/Llama-3.1-8B-Instruct', 'base_model:quantized:meta-llama/Llama-3.1-8B-Instruct', 'license:mit', 'endpoints_compatible', 'region:us', 'conversational']

7

579

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:10.304238

No README available

[]

Qwen/Qwen3-14B

Qwen3-14B

Qwen

2025-04-27T03:42:45+00:00

737,394

300

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'base_model:Qwen/Qwen3-14B-Base', 'base_model:finetune:Qwen/Qwen3-14B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

580

Qwen3ForCausalLM

qwen3

13,360,824,320

40,960

5,120

40

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

71

Medium

0.71

2025-11-02T06:05:11.140797

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-14B-Base <a href="https://ch...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-30B-A3B-Thinking-2507

Qwen3-30B-A3B-Thinking-2507

Qwen

2025-07-29T11:05:11+00:00

172,593

310

transformers

['transformers', 'safetensors', 'qwen3_moe', 'text-generation', 'conversational', 'arxiv:2402.17463', 'arxiv:2407.02490', 'arxiv:2501.15383', 'arxiv:2404.06654', 'arxiv:2505.09388', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

7

581

Qwen3MoeForCausalLM

qwen3_moe

2,727,084,032

262,144

2,048

32

48

151,936

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing']

{}

86

Easy

0.86

2025-11-02T06:05:13.516646

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-30B-A3B-Thinking-2507/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/" tar...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

google/gemma-3-270m

gemma-3-270m

google

2025-08-05T18:50:31+00:00

132,968

893

transformers

['transformers', 'safetensors', 'gemma3_text', 'text-generation', 'gemma3', 'gemma', 'google', 'arxiv:2503.19786', 'arxiv:1905.07830', 'arxiv:1905.10044', 'arxiv:1911.11641', 'arxiv:1705.03551', 'arxiv:1911.01547', 'arxiv:1907.10641', 'arxiv:2311.07911', 'arxiv:2311.12022', 'arxiv:2411.04368', 'arxiv:1904.09728', 'arxiv:1903.00161', 'arxiv:2009.03300', 'arxiv:2304.06364', 'arxiv:2103.03874', 'arxiv:2110.14168', 'arxiv:2108.07732', 'arxiv:2107.03374', 'arxiv:2403.07974', 'arxiv:2305.03111', 'arxiv:2405.04520', 'arxiv:2210.03057', 'arxiv:2106.03193', 'arxiv:1910.11856', 'arxiv:2502.12404', 'arxiv:2502.21228', 'arxiv:2404.16816', 'arxiv:2104.12756', 'arxiv:2311.16502', 'arxiv:2203.10244', 'arxiv:2404.12390', 'arxiv:1810.12440', 'arxiv:1908.02660', 'arxiv:2310.02255', 'arxiv:2312.11805', 'license:gemma', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

582

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:14.653210

No README available

[]

inference-net/Schematron-3B

Schematron-3B

inference-net

2025-08-21T19:15:21+00:00

2,248,942

98

transformers

['transformers', 'safetensors', 'llama', 'text-generation', 'conversational', 'base_model:meta-llama/Llama-3.2-3B-Instruct', 'base_model:finetune:meta-llama/Llama-3.2-3B-Instruct', 'license:llama3.2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

7

583

LlamaForCausalLM

llama

3,564,896,256

131,072

3,072

24

28

128,256

Language Model

['Specialized']

['text-generation', 'question-answering', 'code-generation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Legal']

{}

86

Easy

0.86

2025-11-02T06:05:14.841092

library_name: transformers license: llama3.2 base_model: meta-llama/Llama-3.2-3B-Instruct <p align="center"> <img alt="Schematron" src="https://huggingface.co/inference-net/Schematron-3B/resolve/main/...

['Long Context', 'Fast Inference', 'Safety Aligned']

meta-llama/Llama-2-7b-hf

Llama-2-7b-hf

meta-llama

2023-07-13T16:16:13+00:00

658,332

2,184

transformers

['transformers', 'pytorch', 'safetensors', 'llama', 'text-generation', 'facebook', 'meta', 'llama-2', 'en', 'arxiv:2307.09288', 'license:llama2', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

6

584

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:16.000614

No README available

[]

mistralai/Mistral-7B-v0.1

Mistral-7B-v0.1

mistralai

2023-09-20T13:03:50+00:00

509,066

3,999

transformers

['transformers', 'pytorch', 'safetensors', 'mistral', 'text-generation', 'pretrained', 'mistral-common', 'en', 'arxiv:2310.06825', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'region:us']

6

585

MistralForCausalLM

mistral

6,573,522,944

32,768

4,096

32

32,000

Language Model

[]

['text-generation']

['English', 'Spanish', 'German', 'Arabic']

['General Purpose']

{}

70

Medium

0.7

2025-11-02T06:05:16.145371

library_name: transformers language: - en license: apache-2.0 tags: - pretrained - mistral-common inference: false extra_gated_description: >- If you want to learn more about how we process your perso...

[]

TheBloke/Mistral-7B-Instruct-v0.2-GGUF

Mistral-7B-Instruct-v0.2-GGUF

TheBloke

2023-12-11T22:18:46+00:00

60,731

475

transformers

['transformers', 'gguf', 'mistral', 'finetuned', 'text-generation', 'arxiv:2310.06825', 'base_model:mistralai/Mistral-7B-Instruct-v0.2', 'base_model:quantized:mistralai/Mistral-7B-Instruct-v0.2', 'license:apache-2.0', 'region:us', 'conversational']

6

586

Unknown

mistral

null

Language Model

['Fine-tuned', 'Quantized']

['text-generation', 'question-answering', 'summarization', 'conversation']

['English', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Production', 'Creative Writing']

{}

63

Hard

0.63

2025-11-02T06:05:16.419112

base_model: mistralai/Mistral-7B-Instruct-v0.2 inference: false license: apache-2.0 model_creator: Mistral AI_ model_name: Mistral 7B Instruct v0.2 model_type: mistral pipeline_tag: text-generation pr...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn']

Qwen/Qwen3-32B

Qwen3-32B

Qwen

2025-04-27T03:52:59+00:00

1,610,353

561

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

6

587

Qwen3ForCausalLM

qwen3

20,910,571,520

40,960

5,120

64

151,936

Language Model

[]

['text-generation', 'question-answering', 'translation', 'code-generation', 'reasoning', 'conversation']

['English', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Creative Writing']

{}

61

Hard

0.61

2025-11-02T06:05:16.666075

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/" target="_blank" style...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3-Reranker-0.6B

Qwen3-Reranker-0.6B

Qwen

2025-05-29T13:30:45+00:00

1,066,755

249

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'text-ranking', 'arxiv:2506.05176', 'base_model:Qwen/Qwen3-0.6B-Base', 'base_model:finetune:Qwen/Qwen3-0.6B-Base', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

6

588

Qwen3ForCausalLM

qwen3

507,630,592

40,960

1,024

16

28

151,669

Language Model

[]

['text-generation', 'text-classification', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['General Purpose']

{}

81

Medium

0.81

2025-11-02T06:05:16.826833

license: apache-2.0 base_model: - Qwen/Qwen3-0.6B-Base library_name: transformers pipeline_tag: text-ranking <p align="center"> <img src="https://qianwen-res.oss-accelerate-overseas.aliyuncs.com/logo_...

['Long Context', 'Safety Aligned']

zai-org/GLM-4.5-Air

GLM-4.5-Air

zai-org

2025-07-20T03:25:55+00:00

507,067

504

transformers

['transformers', 'safetensors', 'glm4_moe', 'text-generation', 'conversational', 'en', 'zh', 'arxiv:2508.06471', 'license:mit', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

589

Glm4MoeForCausalLM

glm4_moe

9,881,780,224

131,072

4,096

96

46

151,552

Language Model

[]

['text-generation', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'German', 'Arabic']

['Business']

{}

55

Hard

0.55

2025-11-02T06:05:16.967561

language: - en - zh library_name: transformers license: mit pipeline_tag: text-generation <div align="center"> <img src=https://raw.githubusercontent.com/zai-org/GLM-4.5/refs/heads/main/resources/logo...

[]

swiss-ai/Apertus-8B-Instruct-2509

Apertus-8B-Instruct-2509

swiss-ai

2025-08-13T09:30:23+00:00

376,921

384

transformers

['transformers', 'safetensors', 'apertus', 'text-generation', 'multilingual', 'compliant', 'swiss-ai', 'conversational', 'arxiv:2509.14233', 'base_model:swiss-ai/Apertus-8B-2509', 'base_model:finetune:swiss-ai/Apertus-8B-2509', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

590

ApertusForCausalLM

apertus

6,979,321,856

65,536

4,096

32

131,072

Language Model

['Specialized']

['text-generation', 'question-answering', 'summarization', 'reasoning', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Production', 'Legal']

{}

86

Easy

0.86

2025-11-02T06:05:17.162241

license: apache-2.0 base_model: - swiss-ai/Apertus-8B-2509 pipeline_tag: text-generation library_name: transformers tags: - multilingual - compliant - swiss-ai - apertus extra_gated_prompt: "### Apert...

['Function Calling', 'RAG Support', 'Long Context', 'Safety Aligned']

LiquidAI/LFM2-1.2B-Tool

LFM2-1.2B-Tool

LiquidAI

2025-09-03T17:35:21+00:00

924

81

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'liquid', 'edge', 'conversational', 'en', 'ar', 'zh', 'fr', 'de', 'ja', 'ko', 'es', 'base_model:LiquidAI/LFM2-1.2B', 'base_model:finetune:LiquidAI/LFM2-1.2B', 'license:other', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

591

Lfm2ForCausalLM

lfm2

939,524,096

128,000

2,048

32

16

65,536

Chat/Instruct

['LoRA']

['text-generation', 'translation', 'code-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Production', 'Healthcare']

{}

85

Easy

0.85

2025-11-02T06:05:19.334649

library_name: transformers license: other license_name: lfm1.0 license_link: LICENSE language: - en - ar - zh - fr - de - ja - ko - es pipeline_tag: text-generation tags: - liquid - lfm2 - edge base_m...

['Function Calling', 'Fast Inference', 'Multi-turn']

Qwen/Qwen3-Next-80B-A3B-Thinking

Qwen3-Next-80B-A3B-Thinking

Qwen

2025-09-09T15:45:31+00:00

230,661

436

transformers

['transformers', 'safetensors', 'qwen3_next', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2505.09388', 'arxiv:2501.15383', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

592

Qwen3NextForCausalLM

qwen3_next

2,727,084,032

262,144

2,048

16

48

151,936

Language Model

['Merged']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing']

{}

86

Easy

0.86

2025-11-02T06:05:22.046608

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Thinking/blob/main/LICENSE pipeline_tag: text-generation <a href="https://chat.qwen.ai/" tar...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

moondream/moondream3-preview

moondream3-preview

moondream

2025-09-11T19:48:53+00:00

23,271

463

transformers

['transformers', 'safetensors', 'moondream3', 'text-generation', 'image-text-to-text', 'custom_code', 'doi:10.57967/hf/6761', 'license:other', 'autotrain_compatible', 'region:us']

6

593

Unknown

unknown

null

General Language Model

[]

['text-generation']

['English']

['General Purpose']

{}

40

Critical

0.4

2025-11-02T06:05:23.427708

No README available

[]

ibm-granite/granite-4.0-micro

granite-4.0-micro

ibm-granite

2025-09-16T19:47:09+00:00

25,720

220

transformers

['transformers', 'safetensors', 'granitemoehybrid', 'text-generation', 'language', 'granite-4.0', 'conversational', 'arxiv:0000.00000', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

594

GraniteMoeHybridForCausalLM

granitemoehybrid

3,402,629,120

131,072

2,560

40

100,352

Language Model

['Fine-tuned', 'RLHF']

['text-generation', 'question-answering', 'text-classification', 'summarization', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Business']

{}

81

Medium

0.81

2025-11-02T06:05:23.590487

license: apache-2.0 library_name: transformers tags: - language - granite-4.0 📣 **Update [10-07-2025]:** Added a *default system prompt* to the chat template to guide the model towards more *professio...

['RAG Support', 'Long Context', 'Fast Inference', 'Safety Aligned']

Qwen/Qwen3-Next-80B-A3B-Instruct-FP8

Qwen3-Next-80B-A3B-Instruct-FP8

Qwen

2025-09-22T03:48:53+00:00

163,485

56

transformers

['transformers', 'safetensors', 'qwen3_next', 'text-generation', 'conversational', 'arxiv:2309.00071', 'arxiv:2404.06654', 'arxiv:2505.09388', 'arxiv:2501.15383', 'base_model:Qwen/Qwen3-Next-80B-A3B-Instruct', 'base_model:quantized:Qwen/Qwen3-Next-80B-A3B-Instruct', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'fp8', 'region:us']

6

595

Qwen3NextForCausalLM

qwen3_next

2,727,084,032

262,144

2,048

16

48

151,936

Language Model

['Quantized']

['text-generation', 'question-answering', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing']

{}

86

Easy

0.86

2025-11-02T06:05:23.801996

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct-FP8/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-Next-8...

['Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']

Qwen/Qwen3Guard-Gen-8B

Qwen3Guard-Gen-8B

Qwen

2025-09-23T11:40:09+00:00

31,113

61

transformers

['transformers', 'safetensors', 'qwen3', 'text-generation', 'conversational', 'arxiv:2510.14276', 'base_model:Qwen/Qwen3-8B', 'base_model:finetune:Qwen/Qwen3-8B', 'license:apache-2.0', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', 'region:us']

6

596

Qwen3ForCausalLM

qwen3

7,870,087,168

32,768

4,096

32

36

151,936

Language Model

['Specialized']

['text-generation', 'text-classification', 'conversation']

['English', 'Chinese', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Creative Writing', 'Healthcare', 'Legal', 'Finance']

{}

68

Medium

0.68

2025-11-02T06:05:23.980584

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3Guard-Gen-8B/blob/main/LICENSE pipeline_tag: text-generation base_model: - Qwen/Qwen3-8B <p align="center"...

['RAG Support', 'Safety Aligned']

ZJU-AI4H/Hulu-Med-7B

Hulu-Med-7B

ZJU-AI4H

2025-10-09T02:27:37+00:00

1,626

24

transformers

['transformers', 'safetensors', 'hulumed_qwen2', 'text-generation', 'medical', 'multimodal', 'vision-language-model', 'image-to-text', 'video-understanding', '3d-understanding', 'qwen', 'pytorch', 'image-text-to-text', 'conversational', 'custom_code', 'arxiv:2510.08668', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

6

597

HulumedQwen2ForCausalLM

hulumed_qwen2

4,860,936,192

32,768

3,584

28

152,064

Language Model

['Merged', 'Specialized']

['text-generation', 'question-answering', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Healthcare']

{}

70

Medium

0.7

2025-11-02T06:05:24.125855

license: apache-2.0 tags: - medical - multimodal - vision-language-model - image-to-text - video-understanding - 3d-understanding - qwen - pytorch frameworks: - pytorch pipeline_tag: image-text-to-tex...

['RAG Support', 'Fast Inference', 'Multi-turn']

ZJU-AI4H/Hulu-Med-32B

Hulu-Med-32B

ZJU-AI4H

2025-10-09T02:28:34+00:00

423

29

transformers

['transformers', 'safetensors', 'hulumed_qwen2', 'text-generation', 'medical', 'multimodal', 'vision-language-model', 'image-to-text', 'video-understanding', '3d-understanding', 'qwen', 'pytorch', 'image-text-to-text', 'conversational', 'custom_code', 'arxiv:2510.08668', 'license:apache-2.0', 'autotrain_compatible', 'region:us']

6

598

HulumedQwen2ForCausalLM

hulumed_qwen2

20,911,226,880

32,768

5,120

40

64

152,064

Language Model

['Merged', 'Specialized']

['text-generation', 'question-answering', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Healthcare']

{}

50

Hard

0.5

2025-11-02T06:05:24.316959

license: apache-2.0 tags: - medical - multimodal - vision-language-model - image-to-text - video-understanding - 3d-understanding - qwen - pytorch frameworks: - pytorch pipeline_tag: image-text-to-tex...

['RAG Support', 'Fast Inference', 'Multi-turn']

nineninesix/kani-tts-400m-0.3-pt

kani-tts-400m-0.3-pt

nineninesix

2025-10-18T12:17:29+00:00

711

6

transformers

['transformers', 'safetensors', 'lfm2', 'text-generation', 'text-to-speech', 'en', 'ja', 'de', 'ar', 'zh', 'es', 'ko', 'ky', 'dataset:laion/Emolia', 'dataset:NightPrince/MasriSpeech-Full', 'arxiv:2501.15907', 'arxiv:2506.09827', 'license:apache-2.0', 'autotrain_compatible', 'endpoints_compatible', 'region:us']

6

599

Lfm2ForCausalLM

lfm2

283,798,528

128,000

1,024

16

80,539

Language Model

['Specialized']

['text-generation', 'conversation']

['English', 'Chinese', 'Korean', 'Japanese', 'Spanish', 'French', 'German', 'Russian', 'Arabic', 'Multilingual']

['Research', 'Production', 'Education', 'Legal']

{}

75

Medium

0.75

2025-11-02T06:05:24.481601

license: apache-2.0 language: - en - ja - de - ar - zh - es - ko - ky pipeline_tag: text-to-speech library_name: transformers datasets: - laion/Emolia - NightPrince/MasriSpeech-Full <p> <img src="http...

['Fast Inference', 'Memory Efficient', 'Multi-turn']

meituan-longcat/LongCat-Flash-Omni-FP8

LongCat-Flash-Omni-FP8

meituan-longcat

2025-10-24T00:48:24+00:00

22

6

LongCat-Flash-Omni

['LongCat-Flash-Omni', 'safetensors', 'text-generation', 'transformers', 'conversational', 'custom_code', 'license:mit', 'fp8', 'region:us']

6

600

LongcatFlashOmniForCausalLM

unknown

null

131,072

6,144

64

null

131,072

Language Model

[]

['text-generation', 'question-answering', 'translation', 'summarization', 'code-generation', 'reasoning', 'conversation']

['English', 'Chinese', 'Spanish', 'French', 'German', 'Russian', 'Arabic']

['Research', 'Legal']

{}

71

Medium

0.71

2025-11-02T06:05:24.635562

license: mit library_name: LongCat-Flash-Omni pipeline_tag: text-generation tags: - transformers <div align="center"> <img src="https://raw.githubusercontent.com/meituan-longcat/LongCat-Flash-Omni/mai...

['RAG Support', 'Long Context', 'Fast Inference', 'Multi-turn', 'Safety Aligned']