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Llama2 70B Chat 4bit AWQ by jamesdborin

 »  All LLMs  »  jamesdborin  »  Llama2 70B Chat 4bit AWQ   URL Share it on

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  Arxiv:2307.09288   4-bit   4bit   Autotrain compatible   Awq Base model:meta-llama/llama-2-... Base model:quantized:meta-llam...   En   Facebook   Llama   Llama2   Meta   Pytorch   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/jamesdborin/llama2-70b-chat-4bit-AWQ 

Llama2 70B Chat 4bit AWQ Benchmarks

LLME Score: 0.15934
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 70B Chat 4bit AWQ (jamesdborin/llama2-70b-chat-4bit-AWQ)

Llama2 70B Chat 4bit AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
Commercial, Research
Primary Use Cases:
Dialogue optimization, Assistant-like chat features
Limitations:
Use in non-English languages, Inaccurate or objectionable responses
Additional Notes 
Optimized for dialogue use cases and converted for Hugging Face Transformers format.
Training Details 
Data Volume:
2.0T
Methodology:
Supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF)
Context Length:
4000
Training Time:
1720320 GPU hours
Hardware Used:
A100-80GB GPUs
Model Architecture:
Auto-regressive transformer model with Grouped-Query Attention (GQA)
LLM NameLlama2 70B Chat 4bit AWQ
Repository 🤗https://huggingface.co/jamesdborin/llama2-70b-chat-4bit-AWQ 
Model NameLlama 2 70B Chat
Model CreatorMeta Llama 2
Base Model(s)  Llama 2 70B Chat Hf   meta-llama/Llama-2-70b-chat-hf
Model Size70b
Required VRAM36.6 GB
Updated2024-12-22
Maintainerjamesdborin
Model Typellama
Model Files  9.9 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   6.9 GB: 4-of-4
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than jamesdborin/llama2-70b-chat-4bit-AWQ.

Rank the Llama2 70B Chat 4bit AWQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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