Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp by MaziyarPanahi

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  Merged Model   7b   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Jondurbin/bagel-7b-v0.1   Mistral Mistralai/mistral-7b-instruct-...   Region:us   Safetensors   Sharded   Tensorflow

Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp (MaziyarPanahi/bagel-7b-v0.1-Mistral-7B-Instruct-v0.2-slerp)

Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp Parameters and Internals

Model Type 
text generation
Additional Notes 
This model is a merged model combining layers from two distinct models using slerp (spherical linear interpolation) blending method. It primarily utilizes components from both models specified in the YAML configuration.
LLM NameBagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp
Repository ๐Ÿค—https://huggingface.co/MaziyarPanahi/bagel-7b-v0.1-Mistral-7B-Instruct-v0.2-slerp 
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-12-14
MaintainerMaziyarPanahi
Model Typemistral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp

Model
Likes
Downloads
VRAM
...al 7B Instruct V0.2 Slerp GGUF0692 GB

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Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/bagel-7b-v0.1-Mistral-7B-Instruct-v0.2-slerp.

Rank the Bagel 7B V0.1 Mistral 7B Instruct V0.2 Slerp 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