LMS Chatbot by Rasi1610

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  Arxiv:1910.09700   Adapter Base model:adapter:thebloke/ze... Base model:thebloke/zephyr-7b-...   Finetuned   Gptq   Lora   Peft   Quantized   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/Rasi1610/LMS_Chatbot 

LMS Chatbot Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LMS Chatbot (Rasi1610/LMS_Chatbot)

LMS Chatbot Parameters and Internals

LLM NameLMS Chatbot
Repository ๐Ÿค—https://huggingface.co/Rasi1610/LMS_Chatbot 
Base Model(s)  Zephyr 7B Alpha GPTQ   TheBloke/zephyr-7B-alpha-GPTQ
Model Size7b
Required VRAM0 GB
Updated2024-11-20
MaintainerRasi1610
Model Files  0.0 GB   0.1 GB   0.0 GB   0.0 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

Best Alternatives to LMS Chatbot

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Context / RAM
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Zephyr Finetuned Legal0K / 0 GB11
Typhoon 7B Chat Alpaca0K / 0 GB34
Note: green Score (e.g. "73.2") means that the model is better than Rasi1610/LMS_Chatbot.

Rank the LMS Chatbot Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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