Llama3 8B Hotpotqa Raft by isaacchung

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  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Llama   Lora   Region:us   Safetensors   Sharded   Tensorflow

Llama3 8B Hotpotqa Raft Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Hotpotqa Raft (isaacchung/llama3-8B-hotpotqa-raft)

Llama3 8B Hotpotqa Raft Parameters and Internals

Model Type 
text generation
Supported Languages 
English (NLP)
Training Details 
Data Sources:
https://huggingface.co/datasets/isaacchung/hotpotqa-dev-raft-subset
Methodology:
LoRA fine-tuning based on QLoRA paper
Context Length:
3072
Hardware Used:
1x NVIDIA RTX 6000 Ada
LLM NameLlama3 8B Hotpotqa Raft
Repository ๐Ÿค—https://huggingface.co/isaacchung/llama3-8B-hotpotqa-raft 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerisaacchung
Model Files  2.7 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|up_proj|down_proj|v_proj|q_proj|gate_proj|k_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

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Note: green Score (e.g. "73.2") means that the model is better than isaacchung/llama3-8B-hotpotqa-raft.

Rank the Llama3 8B Hotpotqa Raft 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