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Boto 7B V1.2 by lucianosb

 »  All LLMs  »  lucianosb  »  Boto 7B V1.2   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational Dataset:lucianosb/cetacean-ptb...   Endpoints compatible   Instruct   Mistral   Model-index   Pt   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/lucianosb/boto-7B-v1.2 

Boto 7B V1.2 Benchmarks

LLME Score: 0.18751
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Boto 7B V1.2 (lucianosb/boto-7B-v1.2)

Boto 7B V1.2 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Boto is a fine-tuning of the Mistral7B for Portuguese. The model can generate verbose responses and is known for being 'talkative'. It was trained using the Unsloth and Huggingface's TRL library.
Training Details 
Data Sources:
lucianosb/cetacean-ptbr
LLM NameBoto 7B V1.2
Repository 🤗https://huggingface.co/lucianosb/boto-7B-v1.2 
Base Model(s)  unsloth/mistral-7b-instruct-v0.3-bnb-4bit   unsloth/mistral-7b-instruct-v0.3-bnb-4bit
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
Maintainerlucianosb
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagespt
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than lucianosb/boto-7B-v1.2.

Rank the Boto 7B V1.2 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
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