Optimised AWQ Quants for high-throughput deployments of Gemma2! Compatible with Transformers, TGI & VLLM 🤗
Hugging Quants
AI & ML interests
Optimised quants for high-throughput deployments! Compatible with Transformers, TGI & vLLM 🤗
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Welcome to the home of exciting quantized models! We'd love to see increased adoption of powerful state-of-the-art open models, and quantization is a key component to make them work on more types of hardware.
Resources:
- Llama 3.1 Quantized Models: Optimised Quants of Llama 3.1 for high-throughput deployments! Compatible with Transformers, TGI & VLLM 🤗.
- Hugging Face Llama Recipes: A set of minimal recipes to get started with Llama 3.1.
Collections
3
Llama.cpp compatible quants for Llama 3.2 3B and 1B Instruct models.
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hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation • Updated • 27k • 42 -
hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation • Updated • 3.18k • 19 -
hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation • Updated • 381k • 18 -
hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation • Updated • 23.5k • 13
models
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hugging-quants/gemma-2-9b-it-AWQ-INT4
Text Generation
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Updated
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1.74k
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6
hugging-quants/Mixtral-8x7B-Instruct-v0.1-AWQ-INT4
Text Generation
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Updated
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42
hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF
Text Generation
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Updated
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23.5k
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13
hugging-quants/Llama-3.2-1B-Instruct-Q8_0-GGUF
Text Generation
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Updated
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381k
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18
hugging-quants/Llama-3.2-3B-Instruct-Q4_K_M-GGUF
Text Generation
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Updated
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3.18k
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19
hugging-quants/Llama-3.2-3B-Instruct-Q8_0-GGUF
Text Generation
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Updated
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27k
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42
hugging-quants/Meta-Llama-3.1-405B-BNB-NF4
Text Generation
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Updated
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65
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2
hugging-quants/Meta-Llama-3.1-405B-Instruct-BNB-NF4
Text Generation
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Updated
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1.07k
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5
hugging-quants/Meta-Llama-3.1-405B-BNB-NF4-BF16
Text Generation
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Updated
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718
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2
hugging-quants/Meta-Llama-3.1-405B-Instruct-AWQ-INT4
Text Generation
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Updated
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772
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37
datasets
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