TinyLlama 1.1B Karasu Merged by Kame1024

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:lightblue/karasu-1.... Base model:tinyllama/tinyllama... Base model:tinyllama/tinyllama...   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

TinyLlama 1.1B Karasu Merged Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1B Karasu Merged (Kame1024/TinyLlama-1.1b-karasu-merged)

TinyLlama 1.1B Karasu Merged Parameters and Internals

Additional Notes 
This is a merge of pre-trained language models using mergekit with the DARE TIES merge method.
LLM NameTinyLlama 1.1B Karasu Merged
Repository ๐Ÿค—https://huggingface.co/Kame1024/TinyLlama-1.1b-karasu-merged 
Base Model(s)  lightblue/karasu-1.1B   TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T   TinyLlama/TinyLlama-1.1B-Chat-v1.0   lightblue/karasu-1.1B   TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Merged ModelYes
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-22
MaintainerKame1024
Model Typellama
Model Files  2.2 GB: 1-of-1
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kame1024/TinyLlama-1.1b-karasu-merged.

Rank the TinyLlama 1.1B Karasu Merged 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