Karasu Slerp2 by aipib

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  Merged Model   Autotrain compatible Base model:lightblue/karasu-1.... Base model:yuiseki/karasu-data...   Endpoints compatible   Lightblue/karasu-1.1b   Llama   Region:us   Safetensors   Sharded   Tensorflow Yuiseki/karasu-databricks-doll...
Model Card on HF ๐Ÿค—: https://huggingface.co/aipib/karasu-slerp2 

Karasu Slerp2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Karasu Slerp2 (aipib/karasu-slerp2)

Karasu Slerp2 Parameters and Internals

Model Type 
text generation
Additional Notes 
karasu-slerp2 is a merge of yuiseki/karasu-databricks-dolly-v0.1 and lightblue/karasu-1.1B using LazyMergekit. Configured with SLERP merge method across layers 0 to 22.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameKarasu Slerp2
Repository ๐Ÿค—https://huggingface.co/aipib/karasu-slerp2 
Base Model(s)  yuiseki/karasu-databricks-dolly-v0.1   lightblue/karasu-1.1B   yuiseki/karasu-databricks-dolly-v0.1   lightblue/karasu-1.1B
Merged ModelYes
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-22
Maintaineraipib
Model Typellama
Model Files  1.0 GB: 1-of-3   1.0 GB: 2-of-3   0.2 GB: 3-of-3
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 aipib/karasu-slerp2.

Rank the Karasu Slerp2 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