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Akins 3B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Akins 3B GPTQ   URL Share it on

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  Arxiv:2305.14314   4-bit   Autotrain compatible   Base model:acrastt/akins-3b Base model:quantized:acrastt/a...   Custom code Dataset:norquinal/claude multi...   En   Gptq   Quantized   Region:us   Safetensors   Stablelm epoch
Model Card on HF 🤗: https://huggingface.co/TheBloke/Akins-3B-GPTQ 

Akins 3B GPTQ Benchmarks

LLME Score: 0.14896
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Akins 3B GPTQ (TheBloke/Akins-3B-GPTQ)

Akins 3B GPTQ Parameters and Internals

Model Type 
text-generation, stablelm
Additional Notes 
Multiple GPTQ parameter permutations are provided to optimize for different hardware and requirements.
Supported Languages 
en (English)
Training Details 
Data Sources:
Norquinal/claude_multiround_chat_1k
Methodology:
Instruction tuned for 2 epochs with QLoRA
Input Output 
Input Format:
USER: {prompt} ASSISTANT:
Accepted Modalities:
text
Output Format:
text
LLM NameAkins 3B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Akins-3B-GPTQ 
Model NameAkins 3B
Model CreatorBohan Du
Base Model(s)  Akins 3B   acrastt/Akins-3B
Model Size3b
Required VRAM1.8 GB
Updated2024-12-23
MaintainerTheBloke
Model Typestablelm_epoch
Model Files  1.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStableLMEpochForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassGPTNeoXTokenizerFast
Vocabulary Size50304
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Akins-3B-GPTQ.

Rank the Akins 3B 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 v20241217
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