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Discover the best community collections!

Collections trending this week

KickLang is a programming language and design system for orchestrated thought and cognitive workflows. It provides role presets and action verbs to...

vikhyatk/moondream2

Image-Text-to-Text • 2B • Updated Sep 23, 2025 • 2.5M • 1.43k
CohereLabs/c4ai-command-r-v01

Text Generation • 35B • Updated Apr 16, 2025 • 25.4k • 1.12k

DeepSeek Coder series

deepseek-ai/deepseek-coder-33b-instruct

Text Generation • 33B • Updated Mar 7, 2024 • 2.74k • 580
deepseek-ai/deepseek-coder-6.7b-instruct

Text Generation • 7B • Updated Feb 2, 2024 • 535k • 507
deepseek-ai/deepseek-coder-7b-instruct-v1.5

Text Generation • 7B • Updated Feb 5, 2024 • 595k • 158
deepseek-ai/deepseek-coder-1.3b-instruct

Text Generation • 1B • Updated Mar 7, 2024 • 111k • 176

Datasets - Math

introspector/unimath

Updated Feb 12, 2024 • 998 • 7
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Paper • 1905.13319 • Published May 30, 2019 • 2
Measuring Mathematical Problem Solving With the MATH Dataset

Paper • 2103.03874 • Published Mar 5, 2021 • 8
MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Paper • 2403.02884 • Published Mar 5, 2024 • 17

Quantized Models (GGUF, IQ, Imatrix)

Various GGUF quantizations of small models. Models with a "checkmark" are personal favorites. An "orange arrow" means it's being uploaded.

Lewdiculous/Model-Requests

Updated Nov 4, 2025 • 43
Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix

12B • Updated Aug 31, 2025 • 1.59k • 25
Lewdiculous/CaptainErisNebula-12B-AOE-v1-GGUF-IQ-Imatrix

12B • Updated Aug 27, 2025 • 149 • 5
Lewdiculous/DS-R1-Qwen3-8B-ArliAI-RpR-v4-Small-GGUF-IQ-Imatrix

8B • Updated Jun 8, 2025 • 1.43k • 17

Machine Learning and Neural Network papers 📜

SMOTE: Synthetic Minority Over-sampling Technique

Paper • 1106.1813 • Published Jun 9, 2011 • 1
Scikit-learn: Machine Learning in Python

Paper • 1201.0490 • Published Jan 2, 2012 • 1
XGBoost: A Scalable Tree Boosting System

Paper • 1603.02754 • Published Mar 9, 2016 • 2
AR-Net: A simple Auto-Regressive Neural Network for time-series

Paper • 1911.12436 • Published Nov 27, 2019 • 1

ARCH models, benchmark and paper

This collection contains pre-trained models on the AudioSet dataset, offering a diverse set of features for audio representation learning.

Running

6

ARCH

📊

6

Compare audio representation models
ALM/wav2vec2-large-audioset

Audio Classification • 0.3B • Updated Jan 2 • 90 • 1
ALM/hubert-base-audioset

Audio Classification • Updated Jan 2 • 137 • 3
ALM/wav2vec2-base-audioset

Audio Classification • Updated Jan 2 • 96 • 2

Transformers compatible Mamba

This release includes the `mamba` repositories compatible with the `transformers` library

state-spaces/mamba-2.8b-hf

Text Generation • 3B • Updated Mar 6, 2024 • 12k • 123
state-spaces/mamba-1.4b-hf

Text Generation • 1B • Updated Mar 6, 2024 • 29.1k • 16
state-spaces/mamba-790m-hf

Text Generation • 0.8B • Updated Mar 6, 2024 • 4.35k • 4
state-spaces/mamba-370m-hf

Text Generation • 0.4B • Updated Mar 6, 2024 • 6.34k • 17

nvnv(노벨노벨)

Korean storywriter models.

A series of multimodal large language models developed for robotics

StarCycle/llava-dinov2-internlm2-7b-v1

Image-Text-to-Text • Updated Mar 7, 2024 • 8
StarCycle/llava-clip-internlm2-1_8b-pretrain-v1

Image-Text-to-Text • Updated Mar 7, 2024 • 3
StarCycle/llava-clip-internlm2-1_8b-v1

Image-Text-to-Text • Updated Mar 12, 2024 • 5
StarCycle/llava-siglip-internlm2-1_8b-v1

Image-Text-to-Text • Updated Mar 12, 2024 • 4

🔍 Interpretability & Analysis of LMs

Outstanding research in LM interpretability and evaluation, summarized

Latent Reasoning in LLMs as a Vocabulary-Space Superposition

Paper • 2510.15522 • Published Oct 17, 2025 • 6
Language Models are Injective and Hence Invertible

Paper • 2510.15511 • Published Oct 17, 2025 • 70
Eliciting Secret Knowledge from Language Models

Paper • 2510.01070 • Published Oct 1, 2025 • 6
Interpreting Language Models Through Concept Descriptions: A Survey

Paper • 2510.01048 • Published Oct 1, 2025 • 2

KickLang is a programming language and design system for orchestrated thought and cognitive workflows. It provides role presets and action verbs to...

vikhyatk/moondream2

Image-Text-to-Text • 2B • Updated Sep 23, 2025 • 2.5M • 1.43k
CohereLabs/c4ai-command-r-v01

Text Generation • 35B • Updated Apr 16, 2025 • 25.4k • 1.12k

ARCH models, benchmark and paper

This collection contains pre-trained models on the AudioSet dataset, offering a diverse set of features for audio representation learning.

Running

6

ARCH

📊

6

Compare audio representation models
ALM/wav2vec2-large-audioset

Audio Classification • 0.3B • Updated Jan 2 • 90 • 1
ALM/hubert-base-audioset

Audio Classification • Updated Jan 2 • 137 • 3
ALM/wav2vec2-base-audioset

Audio Classification • Updated Jan 2 • 96 • 2

DeepSeek Coder series

deepseek-ai/deepseek-coder-33b-instruct

Text Generation • 33B • Updated Mar 7, 2024 • 2.74k • 580
deepseek-ai/deepseek-coder-6.7b-instruct

Text Generation • 7B • Updated Feb 2, 2024 • 535k • 507
deepseek-ai/deepseek-coder-7b-instruct-v1.5

Text Generation • 7B • Updated Feb 5, 2024 • 595k • 158
deepseek-ai/deepseek-coder-1.3b-instruct

Text Generation • 1B • Updated Mar 7, 2024 • 111k • 176

Transformers compatible Mamba

This release includes the `mamba` repositories compatible with the `transformers` library

state-spaces/mamba-2.8b-hf

Text Generation • 3B • Updated Mar 6, 2024 • 12k • 123
state-spaces/mamba-1.4b-hf

Text Generation • 1B • Updated Mar 6, 2024 • 29.1k • 16
state-spaces/mamba-790m-hf

Text Generation • 0.8B • Updated Mar 6, 2024 • 4.35k • 4
state-spaces/mamba-370m-hf

Text Generation • 0.4B • Updated Mar 6, 2024 • 6.34k • 17

Datasets - Math

introspector/unimath

Updated Feb 12, 2024 • 998 • 7
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Paper • 1905.13319 • Published May 30, 2019 • 2
Measuring Mathematical Problem Solving With the MATH Dataset

Paper • 2103.03874 • Published Mar 5, 2021 • 8
MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Paper • 2403.02884 • Published Mar 5, 2024 • 17

nvnv(노벨노벨)

Korean storywriter models.

Quantized Models (GGUF, IQ, Imatrix)

Various GGUF quantizations of small models. Models with a "checkmark" are personal favorites. An "orange arrow" means it's being uploaded.

Lewdiculous/Model-Requests

Updated Nov 4, 2025 • 43
Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix

12B • Updated Aug 31, 2025 • 1.59k • 25
Lewdiculous/CaptainErisNebula-12B-AOE-v1-GGUF-IQ-Imatrix

12B • Updated Aug 27, 2025 • 149 • 5
Lewdiculous/DS-R1-Qwen3-8B-ArliAI-RpR-v4-Small-GGUF-IQ-Imatrix

8B • Updated Jun 8, 2025 • 1.43k • 17

A series of multimodal large language models developed for robotics

StarCycle/llava-dinov2-internlm2-7b-v1

Image-Text-to-Text • Updated Mar 7, 2024 • 8
StarCycle/llava-clip-internlm2-1_8b-pretrain-v1

Image-Text-to-Text • Updated Mar 7, 2024 • 3
StarCycle/llava-clip-internlm2-1_8b-v1

Image-Text-to-Text • Updated Mar 12, 2024 • 5
StarCycle/llava-siglip-internlm2-1_8b-v1

Image-Text-to-Text • Updated Mar 12, 2024 • 4

Machine Learning and Neural Network papers 📜

SMOTE: Synthetic Minority Over-sampling Technique

Paper • 1106.1813 • Published Jun 9, 2011 • 1
Scikit-learn: Machine Learning in Python

Paper • 1201.0490 • Published Jan 2, 2012 • 1
XGBoost: A Scalable Tree Boosting System

Paper • 1603.02754 • Published Mar 9, 2016 • 2
AR-Net: A simple Auto-Regressive Neural Network for time-series

Paper • 1911.12436 • Published Nov 27, 2019 • 1

🔍 Interpretability & Analysis of LMs

Outstanding research in LM interpretability and evaluation, summarized

Latent Reasoning in LLMs as a Vocabulary-Space Superposition

Paper • 2510.15522 • Published Oct 17, 2025 • 6
Language Models are Injective and Hence Invertible

Paper • 2510.15511 • Published Oct 17, 2025 • 70
Eliciting Secret Knowledge from Language Models

Paper • 2510.01070 • Published Oct 1, 2025 • 6
Interpreting Language Models Through Concept Descriptions: A Survey

Paper • 2510.01048 • Published Oct 1, 2025 • 2

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