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Llama 2 70B GPTQ by localmodels

 »  All LLMs  »  localmodels  »  Llama 2 70B GPTQ   URL Share it on

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  4bit   Autotrain compatible   Endpoints compatible   Gptq   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/localmodels/Llama-2-70B-GPTQ 

Llama 2 70B GPTQ Benchmarks

LLME Score: 0.09776
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 GPTQ (localmodels/Llama-2-70B-GPTQ)
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Llama 2 70B GPTQ Parameters and Internals

Model Type 
Generative Text
Use Cases 
Areas:
Commercial, Research
Applications:
Assistant-like chat, Natural language generation tasks
Primary Use Cases:
Dialogue, Generating text
Limitations:
Model may produce inaccurate or biased responses
Considerations:
Perform safety and tuning specific to the application before deployment.
Supported Languages 
English (proficient)
Training Details 
Data Sources:
A new mix of publicly available online data
Data Volume:
2 trillion tokens
Methodology:
Supervised fine-tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF)
Context Length:
4096
Hardware Used:
A100-80GB GPUs
Model Architecture:
Optimized transformer architecture
Safety Evaluation 
Methodologies:
Internal evaluations library
Findings:
Outperforms open-source chat models, On par with some closed-source models like ChatGPT and PaLM
Risk Categories:
Misinformation, Bias
Ethical Considerations:
Testing conducted in English; potential biases in non-covered scenarios.
Responsible Ai Considerations 
Mitigation Strategies:
Meta’s sustainability program offsets 100% emissions.
Input Output 
Input Format:
Text only
Accepted Modalities:
Text
Output Format:
Text only
Performance Tips:
Strip() inputs to avoid double-spaces.
LLM NameLlama 2 70B GPTQ
Repository 🤗https://huggingface.co/localmodels/Llama-2-70B-GPTQ 
Model Size70b
Required VRAM35.3 GB
Updated2025-09-23
Maintainerlocalmodels
Model Typellama
Model Files  35.3 GB
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.32.0.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 localmodels/Llama-2-70B-GPTQ.

Rank the Llama 2 70B GPTQ 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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