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Dolphin Llama2 7B GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:cognitivecomputatio... Base model:quantized:cognitive...   Dataset:ehartford/dolphin   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Dolphin-Llama2-7B-GPTQ 

Dolphin Llama2 7B GPTQ Benchmarks

LLME Score: 0.10201
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin Llama2 7B GPTQ (TheBloke/Dolphin-Llama2-7B-GPTQ)
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Dolphin Llama2 7B GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
Research, Commercial applications
Considerations:
Implement your own alignment layer before use.
Additional Notes 
The model is based on llama2 and released as a GPTQ model by TheBloke. It is suitable for both commercial and non-commercial use.
Training Details 
Data Sources:
FLANv2 augmented with GPT-4 and GPT-3.5 completions
Methodology:
Training with Flan5m and Flan1m datasets using uncensoring and deduplication methods; trained for 3 epochs on Flan5m and 2.5 epochs on Flan1m.
Training Time:
~400 hours
Hardware Used:
8x A100 GPUs
Model Architecture:
Based on llama2
Input Output 
Input Format:
SYSTEM: {system_message} USER: {prompt} ASSISTANT:
Accepted Modalities:
text
LLM NameDolphin Llama2 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Dolphin-Llama2-7B-GPTQ 
Model NameDolphin Llama2 7B
Model CreatorEric Hartford
Base Model(s)  ehartford/dolphin-llama2-7b   ehartford/dolphin-llama2-7b
Model Size7b
Required VRAM3.9 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
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 TheBloke/Dolphin-Llama2-7B-GPTQ.

Rank the Dolphin Llama2 7B 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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Release v20241124
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