Mental Health Counseling Merged V0.1 by chansung

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  Merged Model   4-bit   Alignment-handbook   Autotrain compatible   Base model:google/gemma-7b Base model:quantized:google/ge...   Bitsandbytes   Conversational Dataset:chansung/mental health...   Endpoints compatible   Gemma   Generated from trainer   Lora   Region:us   Safetensors   Sft   Tensorboard   Trl

Mental Health Counseling Merged V0.1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mental Health Counseling Merged V0.1 (chansung/mental_health_counseling_merged_v0.1)

Mental Health Counseling Merged V0.1 Parameters and Internals

Model Type 
fine-tuned
Additional Notes 
Training hyperparameters such as learning_rate: 0.0002, train_batch_size: 2, eval_batch_size: 2, optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08.
Training Details 
Data Sources:
chansung/mental_health_counseling_conversations_merged
Hardware Used:
multi-GPU with 6 devices
LLM NameMental Health Counseling Merged V0.1
Repository ๐Ÿค—https://huggingface.co/chansung/mental_health_counseling_merged_v0.1 
Base Model(s)  Gemma 7B   google/gemma-7b
Merged ModelYes
Model Size7b
Required VRAM0.1 GB
Updated2025-02-22
Maintainerchansung
Model Files  0.1 GB   0.0 GB
Model ArchitectureAutoModelForCausalLM
Licensegemma
Model Max Length2048
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|gate_proj|k_proj|o_proj|q_proj|up_proj|down_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 chansung/mental_health_counseling_merged_v0.1.

Rank the Mental Health Counseling Merged V0.1 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