LORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter by DavidAU

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  128k context   Adapter Base model:adapter:deepseek-ai... Base model:deepseek-ai/deepsee...   Brainstorming   Deepseek   En   Finetuned   General usage   Instruct   Llama 3 lora   Llama 3.1 lora   Lora   Lora adapter   Mergekit   Peft   Problem solving   Reasoning   Region:us   Safetensors   Solve riddles   Thinking

LORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter (DavidAU/LORA-DeepSeek-R1-Distill-Llama-8B-rank-128-INSTRUCT-adapter)

LORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter Parameters and Internals

LLM NameLORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter
Repository ๐Ÿค—https://huggingface.co/DavidAU/LORA-DeepSeek-R1-Distill-Llama-8B-rank-128-INSTRUCT-adapter 
Base Model(s)  DeepSeek R1 Distill Llama 8B   deepseek-ai/DeepSeek-R1-Distill-Llama-8B
Model Size8b
Required VRAM0.7 GB
Updated2025-03-12
MaintainerDavidAU
Instruction-BasedYes
Model Files  0.7 GB
Supported Languagesen
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|o_proj|v_proj|lm_head|q_proj|gate_proj|down_proj|up_proj|embed_tokens
LoRA Alpha128
LoRA Dropout0
R Param128

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Note: green Score (e.g. "73.2") means that the model is better than DavidAU/LORA-DeepSeek-R1-Distill-Llama-8B-rank-128-INSTRUCT-adapter.

Rank the LORA DeepSeek R1 Distill Llama 8B Rank 128 INSTRUCT Adapter 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