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Collections

Discover the best community collections!

Collections trending this week

ArabicToolCalling

ArabicToolCalling is a collection of resources focused on tool/function calling for Arabic.

Small models recommendation

SicariusSicariiStuff/Impish_Nemo_12B

415k • Updated Feb 12 • 352 • 84
SicariusSicariiStuff/Impish_Bloodmoon_12B

12B • Updated Dec 30, 2025 • 92 • 97
Retreatcost/KansenSakura-Conflagration-RP-12b

Text Generation • 12B • Updated Dec 14, 2025 • 22 • • 14
Retreatcost/Darkstar-12B

Text Generation • 12B • Updated Oct 28, 2025 • 6 • 8

Efficient Vision Encoding for Vision Language Models

FastVLM: Efficient Vision Encoding for Vision Language Models

Paper • 2412.13303 • Published Dec 17, 2024 • 77
Configuration error

Featured

446

FastVLM WebGPU

🍎

446

Real-time video captioning powered by FastVLM
apple/FastVLM-0.5B

Text Generation • 0.8B • Updated Sep 3, 2025 • 6.14k • 395
apple/FastVLM-1.5B

Text Generation • 2B • Updated Sep 3, 2025 • 3.31k • 80

QuantTrio/GLM-4.5V-AWQ

Image-Text-to-Text • 17B • Updated Aug 25, 2025 • 1.93k • 19

KISTI-KONI/KONI-4B-instruct-20250901

Text Generation • 4B • Updated Sep 12, 2025 • 159 • 2
KISTI-KONI/KONI-4B-base-20250819

Text Generation • 4B • Updated Aug 31, 2025 • 41 • 3
KISTI-KONI/KONI-Llama3.1-70B-Instruct-20241115

Text Generation • 71B • Updated Nov 17, 2024 • 38 • • 1
KISTI-KONI/KONI-Llama3.1-8B-Instruct-20241024

Text Generation • 8B • Updated Nov 16, 2024 • 24.2k • • 2

Large Language Model (LLM)

deepseek-ai/DeepSeek-R1-0528-Qwen3-8B

Text Generation • 8B • Updated May 29, 2025 • 1.9M • • 1.08k
ibm-granite/granite-4.0-h-tiny

Text Generation • 7B • Updated Nov 3, 2025 • 283k • 205
lmstudio-community/granite-4.0-h-tiny-GGUF

7B • Updated Oct 2, 2025 • 11k • 3
Qwen/Qwen3-TTS-12Hz-0.6B-Base

Text-to-Speech • 0.9B • Updated Jan 29 • 443k • 260

UCSC-VLAA/openvision2-vit-huge-patch14-224-vision-only

Updated Aug 27, 2025 • 7 • 1
UCSC-VLAA/openvision2-vit-giant-patch14-224-vision-only

Updated Sep 2, 2025 • 1
UCSC-VLAA/openvision2-vit-large-patch14-224-vision-only

Updated Sep 2, 2025 • 39 • 1
UCSC-VLAA/openvision2-vit-large-patch14-336-vision-only

Updated Sep 2, 2025 • 37

GAYEON6423/FIGMA_finetune_stable-diffusion-v1-5

Text-to-Image • Updated Feb 18, 2025

MMLU Pro benchmark for GGUFs (1 shot)

"Not all quantized model perform good", serving framework ollama uses NVIDIA gpu, llama.cpp uses CPU with AVX & AMX

unsloth/GLM-4.5-Air-GGUF

Text Generation • 110B • Updated Dec 25, 2025 • 25k • 178
unsloth/Qwen3-30B-A3B-Thinking-2507-GGUF

31B • Updated Jul 31, 2025 • 5.08k • 142
unsloth/DeepSeek-V3-0324-GGUF-UD

Text Generation • 671B • Updated Apr 28, 2025 • 1.86k • 23
unsloth/cogito-v2-preview-llama-109B-MoE-GGUF

108B • Updated Jul 31, 2025 • 1.68k • 10

ArabicToolCalling

ArabicToolCalling is a collection of resources focused on tool/function calling for Arabic.

KISTI-KONI/KONI-4B-instruct-20250901

Text Generation • 4B • Updated Sep 12, 2025 • 159 • 2
KISTI-KONI/KONI-4B-base-20250819

Text Generation • 4B • Updated Aug 31, 2025 • 41 • 3
KISTI-KONI/KONI-Llama3.1-70B-Instruct-20241115

Text Generation • 71B • Updated Nov 17, 2024 • 38 • • 1
KISTI-KONI/KONI-Llama3.1-8B-Instruct-20241024

Text Generation • 8B • Updated Nov 16, 2024 • 24.2k • • 2

Small models recommendation

SicariusSicariiStuff/Impish_Nemo_12B

415k • Updated Feb 12 • 352 • 84
SicariusSicariiStuff/Impish_Bloodmoon_12B

12B • Updated Dec 30, 2025 • 92 • 97
Retreatcost/KansenSakura-Conflagration-RP-12b

Text Generation • 12B • Updated Dec 14, 2025 • 22 • • 14
Retreatcost/Darkstar-12B

Text Generation • 12B • Updated Oct 28, 2025 • 6 • 8

Large Language Model (LLM)

deepseek-ai/DeepSeek-R1-0528-Qwen3-8B

Text Generation • 8B • Updated May 29, 2025 • 1.9M • • 1.08k
ibm-granite/granite-4.0-h-tiny

Text Generation • 7B • Updated Nov 3, 2025 • 283k • 205
lmstudio-community/granite-4.0-h-tiny-GGUF

7B • Updated Oct 2, 2025 • 11k • 3
Qwen/Qwen3-TTS-12Hz-0.6B-Base

Text-to-Speech • 0.9B • Updated Jan 29 • 443k • 260

Efficient Vision Encoding for Vision Language Models

FastVLM: Efficient Vision Encoding for Vision Language Models

Paper • 2412.13303 • Published Dec 17, 2024 • 77
Configuration error

Featured

446

FastVLM WebGPU

🍎

446

Real-time video captioning powered by FastVLM
apple/FastVLM-0.5B

Text Generation • 0.8B • Updated Sep 3, 2025 • 6.14k • 395
apple/FastVLM-1.5B

Text Generation • 2B • Updated Sep 3, 2025 • 3.31k • 80

UCSC-VLAA/openvision2-vit-huge-patch14-224-vision-only

Updated Aug 27, 2025 • 7 • 1
UCSC-VLAA/openvision2-vit-giant-patch14-224-vision-only

Updated Sep 2, 2025 • 1
UCSC-VLAA/openvision2-vit-large-patch14-224-vision-only

Updated Sep 2, 2025 • 39 • 1
UCSC-VLAA/openvision2-vit-large-patch14-336-vision-only

Updated Sep 2, 2025 • 37

QuantTrio/GLM-4.5V-AWQ

Image-Text-to-Text • 17B • Updated Aug 25, 2025 • 1.93k • 19

GAYEON6423/FIGMA_finetune_stable-diffusion-v1-5

Text-to-Image • Updated Feb 18, 2025

MMLU Pro benchmark for GGUFs (1 shot)

"Not all quantized model perform good", serving framework ollama uses NVIDIA gpu, llama.cpp uses CPU with AVX & AMX

unsloth/GLM-4.5-Air-GGUF

Text Generation • 110B • Updated Dec 25, 2025 • 25k • 178
unsloth/Qwen3-30B-A3B-Thinking-2507-GGUF

31B • Updated Jul 31, 2025 • 5.08k • 142
unsloth/DeepSeek-V3-0324-GGUF-UD

Text Generation • 671B • Updated Apr 28, 2025 • 1.86k • 23
unsloth/cogito-v2-preview-llama-109B-MoE-GGUF

108B • Updated Jul 31, 2025 • 1.68k • 10

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