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Chronos 13B 4bit by elinas

 »  All LLMs  »  elinas  »  Chronos 13B 4bit   URL Share it on

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Chronos 13B 4bit is an open-source language model by elinas. Features: 13b LLM, VRAM: 7.5GB, Context: 2K, License: other, Quantized, LLM Explorer Score: 0.08.

  4bit   Chatbot   Cuda   Endpoints compatible   Gptq   Llama   Quantized   Region:us   Storywriting
Model Card on HF 🤗: https://huggingface.co/elinas/chronos-13b-4bit 

Chronos 13B 4bit Benchmarks

LLME Score: 0.07708
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chronos 13B 4bit (elinas/chronos-13b-4bit)
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Chronos 13B 4bit Parameters and Internals

Model Type 
auto-regressive language model, transformer
Use Cases 
Areas:
research on large language models
Applications:
question answering, natural language understanding, reading comprehension, improving techniques for AI
Primary Use Cases:
Research on LLMs capabilities and limitations
Limitations:
May generate toxic, offensive, or incorrect information., Not trained with human feedback.
Additional Notes 
Training dataset included diverse language sources with a majority in English.
Supported Languages 
languages_supported (bg, ca, cs, da, de, en, es, fr, hr, hu, it, nl, pl, pt, ro, ru, sl, sr, sv, uk), proficiency (higher proficiency for English)
Training Details 
Data Sources:
CCNet, C4, GitHub, Wikipedia, Books, ArXiv, Stack Exchange
Methodology:
Auto-regressive transformer architecture
Model Architecture:
Auto-regressive language model based on the transformer architecture
Safety Evaluation 
Risk Categories:
misinformation, bias, toxicity
Ethical Considerations:
Model may reflect offensive, harmful, and biased content from training data.
Responsible Ai Considerations 
Fairness:
Evaluated on gender, religion, race, sexual orientation, age, nationality, disability, physical appearance, and socio-economic status biases.
Mitigation Strategies:
Data filtered based on proximity to Wikipedia.
LLM NameChronos 13B 4bit
Repository 🤗https://huggingface.co/elinas/chronos-13b-4bit 
Model Size13b
Required VRAM7.5 GB
Updated2026-01-23
Maintainerelinas
Model Typellama
Model Files  7.5 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.28.1
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 elinas/chronos-13b-4bit.

Rank the Chronos 13B 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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