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Gorilla 7B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Gorilla 7B GPTQ   URL Share it on

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  Arxiv:2305.15334   4-bit   Autotrain compatible Base model:gorilla-llm/gorilla... Base model:quantized:gorilla-l...   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/gorilla-7B-GPTQ 

Gorilla 7B GPTQ Benchmarks

LLME Score: 0.08927
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gorilla 7B GPTQ (TheBloke/gorilla-7B-GPTQ)
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Gorilla 7B GPTQ Parameters and Internals

Model Type 
llama
Additional Notes 
Gorilla is designed to allow LLMs to use tools by invoking APIs. It can write semantically- and syntactically-correct API calls.
Input Output 
Input Format:
### User: {prompt} ### Assistant:
LLM NameGorilla 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/gorilla-7B-GPTQ 
Model NameGorilla 7B
Model CreatorGorilla LLM (UC Berkeley)
Base Model(s)  Gorilla 7B Hf Delta V0   gorilla-llm/gorilla-7b-hf-delta-v0
Model Size7b
Required VRAM4 GB
Updated2025-09-15
MaintainerTheBloke
Model Typellama
Model Files  4.0 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to Gorilla 7B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 7B 128K GPTQ128K / 3.9 GB67
Yarn Llama 2 7B 64K GPTQ64K / 3.9 GB101
... 7B 32K Instructions V4 Marlin32K / 4.1 GB80
Aixcoder 7B GPTQ32K / 4.5 GB31
Calm2 7B Chat GPTQ32K / 4.4 GB65
...Calm2 7B Chat GPTQ Calib Ja 1K32K / 4.4 GB65
Llama 2 7B 32K Instruct GPTQ32K / 3.9 GB927
Codebear 7B 4bit16K / 3.9 GB41
CodeLlama 7B Instruct GPTQ16K / 3.9 GB142246
...a 7B Instruct GPTQ Calib Ja 1K16K / 3.9 GB60
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/gorilla-7B-GPTQ.

Rank the Gorilla 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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