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Zenos GPT J 6B Instruct 4bit by webpolis

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Zenos GPT J 6B Instruct 4bit is an open-source language model by webpolis. Features: 6b LLM, VRAM: 3.4GB, Quantized, Instruction-Based, LLM Explorer Score: 0.1.

  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: 0.09604
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

Best Alternatives to Zenos GPT J 6B Instruct 4bit

Best Alternatives
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GPT J 6B Alpaca Gpt40K / 24.3 GB2920
Pyg Instruct Wizardlm0K / 12.2 GB18341
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

🆘 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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