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Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf by ISTA-DASLab

 »  All LLMs  »  ISTA-DASLab  »  Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf   URL Share it on

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  Arxiv:2401.06118   Arxiv:2405.14852   2bit   8-bit   Aqlm   Autotrain compatible   Conversational   Endpoints compatible   Facebook   Instruct   Llama   Llama-3   Meta   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf 

Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf Benchmarks

LLME Score: 0.20978
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf (ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf)

Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf Parameters and Internals

Model Type 
text-generation-inference, conversational
Additional Notes 
Used lm-eval=0.4.0 for evaluation. Quantization used 2 codebooks of 8 bits and groupsize of 8.
LLM NameMeta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf
Repository 🤗https://huggingface.co/ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf 
Model Size8b
Required VRAM3.9 GB
Updated2025-02-05
MaintainerISTA-DASLab
Model Typellama
Instruction-BasedYes
Model Files  3.9 GB
Quantization Type2bit
Model ArchitectureLlamaForCausalLM
Licensemeta
Context Length131072
Model Max Length131072
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Rank the Meta Llama 3.1 8B Instruct AQLM PV 2Bit 2x8 Hf Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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