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LaMini Neo 1.3B Mental Health Lora by Harshvir

 »  All LLMs  »  Harshvir  »  LaMini Neo 1.3B Mental Health Lora   URL Share it on

  729   
  8-bit   Autotrain compatible   Endpoints compatible   Gpt neo   Lora   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/Harshvir/LaMini-Neo-1.3B-Mental-Health_lora 

LaMini Neo 1.3B Mental Health Lora Benchmarks

ARC: 25.77 vs 96.7 (so35)-73.4%
HellaSwag: 25.67 vs 95.3 (gpt4)-73.1%
MMLU: 27 vs 88.3 (so35)-69.4%
TruthfulQA: 48.21 vs 59 (gpt4)-18.3%
WinoGrande: 49.17 vs 87.5 (gpt4)-43.8%
LLME Score: 0.18704
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LaMini Neo 1.3B Mental Health Lora (Harshvir/LaMini-Neo-1.3B-Mental-Health_lora)

LaMini Neo 1.3B Mental Health Lora Parameters and Internals

Model Type 
text generation
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Consider optimizing the model and using appropriate hardware for better performance.
LLM NameLaMini Neo 1.3B Mental Health Lora
Repository 🤗https://huggingface.co/Harshvir/LaMini-Neo-1.3B-Mental-Health_lora 
Model Size1.3b
Required VRAM1.6 GB
Updated2024-12-27
MaintainerHarshvir
Model Typegpt_neo
Model Files  1.6 GB
Model ArchitectureGPTNeoForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50258
LoRA ModelYes
Torch Data Typefloat32
Activation Functiongelu_new
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Harshvir/LaMini-Neo-1.3B-Mental-Health_lora.

Rank the LaMini Neo 1.3B Mental Health Lora 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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