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MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7 by NickyNicky

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  Adapter   Finetuned   Instruct   Lora   Peft   Region:us

MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7 Benchmarks

LLME Score: 0.12592
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7 Parameters and Internals

LLM NameMPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7
Repository 🤗https://huggingface.co/NickyNicky/MPT-7b-instruct-QLora-8Bits-Peft-train_eli5-1_Epoch-V7 
Model Size7b
Required VRAM0 GB
Updated2024-08-15
MaintainerNickyNicky
Instruction-BasedYes
Model Files  0.0 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassGPTNeoXTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target ModulesWqkv
LoRA Alpha32
LoRA Dropout0.05
R Param8
MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7 (NickyNicky/MPT-7b-instruct-QLora-8Bits-Peft-train_eli5-1_Epoch-V7)

Quantized Models of the MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7

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VRAM
MPT 7B Instruct GGML29673 GB

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Note: green Score (e.g. "73.2") means that the model is better than NickyNicky/MPT-7b-instruct-QLora-8Bits-Peft-train_eli5-1_Epoch-V7.

Rank the MPT 7B Instruct QLora 8Bits Peft Train Eli5 1 Epoch V7 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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Release v2024072803
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