J.O.S.I.E.v4o 0.5B Stage1 Beta1 by Isaak-Carter

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  4bit   Autotrain compatible   Conversational   En   Endpoints compatible   Quantized   Qwen2   Region:us   Safetensors   Sft   Trl   Unsloth

J.O.S.I.E.v4o 0.5B Stage1 Beta1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
J.O.S.I.E.v4o 0.5B Stage1 Beta1 (Isaak-Carter/J.O.S.I.E.v4o-0.5b-stage1-beta1)

J.O.S.I.E.v4o 0.5B Stage1 Beta1 Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is still in beta and is labeled as 'Just an Outstandingly Smart Intelligent Entity' (J.O.S.I.E.).
Supported Languages 
en (high)
Training Details 
Methodology:
The model was trained with the educational framework Unsloth and Huggingface's TRL library.
Training Time:
2x faster due to the usage of Unsloth library.
LLM NameJ.O.S.I.E.v4o 0.5B Stage1 Beta1
Repository ๐Ÿค—https://huggingface.co/Isaak-Carter/J.O.S.I.E.v4o-0.5b-stage1-beta1 
Base Model(s)  unsloth/qwen2-0.5b-bnb-4bit   unsloth/qwen2-0.5b-bnb-4bit
Model Size0.5b
Required VRAM1 GB
Updated2024-09-21
MaintainerIsaak-Carter
Model Typeqwen2
Model Files  1.0 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Isaak-Carter/J.O.S.I.E.v4o-0.5b-stage1-beta1.

Rank the J.O.S.I.E.v4o 0.5B Stage1 Beta1 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227