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CabraMistral7b by botbot-ai

 »  All LLMs  »  botbot-ai  »  CabraMistral7b   URL Share it on

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Brasil   Brazil   Conversational   En   Endpoints compatible   Gguf   Instruct   Mistral   Model-index   Portuguese   Pt   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/botbot-ai/CabraMistral7b 

CabraMistral7b Benchmarks

LLME Score: 0.17602
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CabraMistral7b (botbot-ai/CabraMistral7b)

CabraMistral7b Parameters and Internals

Model Type 
text generation, transformer
Use Cases 
Areas:
research
Applications:
research on generative models, investigation of model limitations and biases
Limitations:
Not suitable for commercial use
Considerations:
Model is optimized for Portuguese.
Additional Notes 
The model is better suited for Portuguese text, with qualitative improvements noted for specific Brazilian benchmarks.
Supported Languages 
en (low), pt (high)
Training Details 
Data Sources:
Cabra 10k
Methodology:
finetuning
Hardware Used:
multi-GPU
Model Architecture:
Grouped-Query Attention, Sliding-Window Attention, Byte-fallback BPE tokenizer
Input Output 
Input Format:
INST] Prompt [/INST]
Accepted Modalities:
text
Output Format:
Generated Text
Performance Tips:
Use provided examples and model-specific quantization settings for optimal results.
LLM NameCabraMistral7b
Repository 🤗https://huggingface.co/botbot-ai/CabraMistral7b 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
Maintainerbotbot-ai
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Supported Languagespt en
Model ArchitectureMistralForCausalLM
Licensecc
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than botbot-ai/CabraMistral7b.

Rank the CabraMistral7b Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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