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Llama 2 7B Chat Marlin by robertgshaw2

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  Autotrain compatible   En   Endpoints compatible   Gptq   Llama   Marlin   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/robertgshaw2/llama-2-7b-chat-marlin 

Llama 2 7B Chat Marlin Benchmarks

LLME Score: 0.13161
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)
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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 🤗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
Updated2025-09-23
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

Best Alternatives to Llama 2 7B Chat Marlin

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Yarn Llama 2 7B 128K GPTQ128K / 3.9 GB117
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Aixcoder 7B GPTQ32K / 4.5 GB51
Calm2 7B Chat GPTQ32K / 4.4 GB85
...Calm2 7B Chat GPTQ Calib Ja 1K32K / 4.4 GB85
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CodeLlama 7B Instruct GPTQ16K / 3.9 GB133346
...a 7B Instruct GPTQ Calib Ja 1K16K / 3.9 GB60
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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