Tinyllama Cs by ioseff

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  Arxiv:1910.09700   Adapter Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama...   Finetuned   Lora   Peft   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/ioseff/tinyllama_cs 

Tinyllama Cs Benchmarks

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

Tinyllama Cs Parameters and Internals

LLM NameTinyllama Cs
Repository ๐Ÿค—https://huggingface.co/ioseff/tinyllama_cs 
Base Model(s)  TinyLlama/TinyLlama-1.1B-Chat-v1.0   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size1.1b
Required VRAM0 GB
Updated2024-08-15
Maintainerioseff
Model Files  0.0 GB   0.1 GB   0.0 GB   0.0 GB
Model ArchitectureAdapter
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than ioseff/tinyllama_cs.

Rank the Tinyllama Cs 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 v20241227