Microllama Python Instruct 0.3 4bit by balrogbob

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  4-bit   4bit   Autotrain compatible   Base model:keeeeenw/microllama Base model:quantized:keeeeenw/...   Bitsandbytes   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

Microllama Python Instruct 0.3 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Microllama Python Instruct 0.3 4bit Parameters and Internals

LLM NameMicrollama Python Instruct 0.3 4bit
Repository ๐Ÿค—https://huggingface.co/balrogbob/microllama-python-instruct-0.3_4bit 
Base Model(s)  MicroLlama   keeeeenw/MicroLlama
Model Size188.9m
Required VRAM0.4 GB
Updated2024-09-16
Maintainerbalrogbob
Model Typellama
Instruction-BasedYes
Model Files  0.4 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat32
Microllama Python Instruct 0.3 4bit (balrogbob/microllama-python-instruct-0.3_4bit)

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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 v2024072803