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Tinyllama Coder Py V11 by Ramikan-BR

 »  All LLMs  »  Ramikan-BR  »  Tinyllama Coder Py V11   URL Share it on

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  4bit   Autotrain compatible Base model:quantized:unsloth/t... Base model:unsloth/tinyllama-c...   Codegen   Conversational Dataset:ramikan-br/code.evol.i...   En   Endpoints compatible   Gguf   Llama   Pytorch   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Ramikan-BR/tinyllama-coder-py-v11 

Tinyllama Coder Py V11 Benchmarks

LLME Score: 0.17958
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tinyllama Coder Py V11 (Ramikan-BR/tinyllama-coder-py-v11)
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Tinyllama Coder Py V11 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Developed and finetuned to improve training speed using the Unsloth approach.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
code.evol.instruct.wiz.oss_python.json
Methodology:
Finetuned with Unsloth and Huggingface's TRL library
Hardware Used:
Num GPUs = 1
LLM NameTinyllama Coder Py V11
Repository 🤗https://huggingface.co/Ramikan-BR/tinyllama-coder-py-v11 
Base Model(s)  Tinyllama Chat Bnb 4bit   unsloth/tinyllama-chat-bnb-4bit
Model Size1.1b
Required VRAM0.7 GB
Updated2025-09-23
MaintainerRamikan-BR
Model Typellama
Model Files  2.2 GB   2.2 GB   2.2 GB   0.7 GB   1.2 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding 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 Ramikan-BR/tinyllama-coder-py-v11.

Rank the Tinyllama Coder Py V11 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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