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Tinyllama Coder Py V12 by Ramikan-BR

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  4bit   Autotrain compatible Base model:quantized:unsloth/t... Base model:unsloth/tinyllama-c...   Codegen   Conversational Dataset:open-llm-leaderboard/d...   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-v12 

Tinyllama Coder Py V12 Benchmarks

ARC: 32 vs 96.7 (so35)-66.9%
HellaSwag: 53.61 vs 95.3 (gpt4)-43.7%
MMLU: 26.31 vs 88.3 (so35)-70.2%
TruthfulQA: 40.91 vs 59 (gpt4)-30.7%
WinoGrande: 57.06 vs 87.5 (gpt4)-34.8%
GSM8K: 1.44 vs 96.4 (so35)-98.5%
LLME Score: 0.26041
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 V12 (Ramikan-BR/tinyllama-coder-py-v12)

Tinyllama Coder Py V12 Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
The model achieved a benchmark average score of 35.22 across various tasks.
Training Details 
Data Sources:
open-llm-leaderboard/details_Ramikan-BR__tinyllama-coder-py-v12
Methodology:
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameTinyllama Coder Py V12
Repository 🤗https://huggingface.co/Ramikan-BR/tinyllama-coder-py-v12 
Base Model(s)  Tinyllama Chat Bnb 4bit   unsloth/tinyllama-chat-bnb-4bit
Model Size1.1b
Required VRAM0.7 GB
Updated2024-12-21
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-v12.

Rank the Tinyllama Coder Py V12 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 v20241217
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