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Mental Health Mistral 7B Instructv0.2 Finetuned V2 by GRMenon

 »  All LLMs  »  GRMenon  »  Mental Health Mistral 7B Instructv0.2 Finetuned V2   URL Share it on

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Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Conversational Dataset:amod/mental health cou...   Finetuned   Generated from trainer   Inference endpoints   Instruct   Lora   Mistral   Peft   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/GRMenon/mental-health-mistral-7b-instructv0.2-finetuned-V2 

Mental Health Mistral 7B Instructv0.2 Finetuned V2 Benchmarks

LLME Score: 0.17904
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mental Health Mistral 7B Instructv0.2 Finetuned V2 (GRMenon/mental-health-mistral-7b-instructv0.2-finetuned-V2)

Mental Health Mistral 7B Instructv0.2 Finetuned V2 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, mental health assistance
Applications:
mental health counseling support
Primary Use Cases:
Answering mental health-related questions
Considerations:
Model is based on a specific training set and may require professional oversight for critical mental health advice.
Training Details 
Data Sources:
Kaggle, Huggingface
Input Output 
Input Format:
JSON-like structure with user messages.
Accepted Modalities:
text
Output Format:
Textual responses.
LLM NameMental Health Mistral 7B Instructv0.2 Finetuned V2
Repository 🤗https://huggingface.co/GRMenon/mental-health-mistral-7b-instructv0.2-finetuned-V2 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM0 GB
Updated2024-12-22
MaintainerGRMenon
Instruction-BasedYes
Model Files  0.0 GB   0.0 GB
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than GRMenon/mental-health-mistral-7b-instructv0.2-finetuned-V2.

Rank the Mental Health Mistral 7B Instructv0.2 Finetuned V2 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 v20241217
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