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Llama 2 70B AQLM PV 2Bit 1x16 Hf by ISTA-DASLab

 »  All LLMs  »  ISTA-DASLab  »  Llama 2 70B AQLM PV 2Bit 1x16 Hf   URL Share it on

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  Arxiv:2401.06118   Arxiv:2405.14852   2bit   Aqlm   Autotrain compatible   Conversational   Endpoints compatible   Facebook   Llama   Llama2   Meta   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf 

Llama 2 70B AQLM PV 2Bit 1x16 Hf Benchmarks

LLME Score: 0.18905
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 70B AQLM PV 2Bit 1x16 Hf (ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf)

Llama 2 70B AQLM PV 2Bit 1x16 Hf Parameters and Internals

Model Type 
conversational, text-generation-inference
Use Cases 
Areas:
text generation, conversational AI
Applications:
language models, AI assistants
Additional Notes 
Further details on quantization and implementation can be found in the AQLM and PV-Tuning resources.
Release Notes 
Version:
Llama-2-70b
Notes:
Official quantization release using PV-Tuning and AQLM methodology with the 1x16 format.
LLM NameLlama 2 70B AQLM PV 2Bit 1x16 Hf
Repository 🤗https://huggingface.co/ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf 
Model Size70b
Required VRAM18.8 GB
Updated2025-02-22
MaintainerISTA-DASLab
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.8 GB: 4-of-4
Quantization Type2bit
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Llama 2 70B AQLM PV 2Bit 1x16 Hf Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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