Llama 2 7B Chat Marlin by robertgshaw2

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  Autotrain compatible   En   Endpoints compatible   Gptq   Llama   Marlin   Quantized   Region:us   Safetensors

Llama 2 7B Chat Marlin Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B Chat Marlin (robertgshaw2/llama-2-7b-chat-marlin)

Llama 2 7B Chat Marlin Parameters and Internals

Model Type 
text generation
Additional Notes 
Model can be converted from GPTQ to Marlin format for fast batched decoding with Marlin Kernels.
Supported Languages 
en (proficient)
LLM NameLlama 2 7B Chat Marlin
Repository ๐Ÿค—https://huggingface.co/robertgshaw2/llama-2-7b-chat-marlin 
Base Model(s)  Llama 2 7B Chat Jarvis   fotiecodes/Llama-2-7b-chat-jarvis
Model Size7b
Required VRAM3.9 GB
Updated2025-02-05
Maintainerrobertgshaw2
Model Typellama
Model Files  3.9 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than robertgshaw2/llama-2-7b-chat-marlin.

Rank the Llama 2 7B Chat Marlin 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 v20241227