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Zenos GPT J 6B Instruct 4bit by webpolis

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  4-bit   4bit   Bitsandbytes   Endpoints compatible   Fp16   Ggml   Gptj   Instruct   Pytorch   Q4   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/webpolis/zenos-gpt-j-6B-instruct-4bit 

Zenos GPT J 6B Instruct 4bit Benchmarks

LLME Score: 0.10832
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zenos GPT J 6B Instruct 4bit (webpolis/zenos-gpt-j-6B-instruct-4bit)
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Zenos GPT J 6B Instruct 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
The model can be used for various NLP tasks such as text generation and summarization. An experimental Twitter bot is available at https://twitter.com/ZenosBot.
Supported Languages 
Spanish (proficient)
Training Details 
Data Sources:
https://huggingface.co/datasets/bertin-project/alpaca-spanish, https://huggingface.co/datasets/FreedomIntelligence/evol-instruct-spanish
Methodology:
Fine-tuning using Low-Rank Adaptation (LoRa).
Model Architecture:
GPT-J
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Using the GGML 4 bits model for inference with the rustformers' llm tool on a CPU.
LLM NameZenos GPT J 6B Instruct 4bit
Repository 🤗https://huggingface.co/webpolis/zenos-gpt-j-6B-instruct-4bit 
Model Size6b
Required VRAM3.4 GB
Updated2025-12-14
Maintainerwebpolis
Model Typegptj
Instruction-BasedYes
Model Files  3.4 GB   3.7 GB   3.7 GB
GGML QuantizationYes
Quantization Typefp16|ggml|q4|4bit
Model ArchitectureGPTJForCausalLM
Model Max Length2048
Transformers Version4.35.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size50260
Torch Data Typebfloat16
Activation Functiongelu_new

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Note: green Score (e.g. "73.2") means that the model is better than webpolis/zenos-gpt-j-6B-instruct-4bit.

Rank the Zenos GPT J 6B Instruct 4bit 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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