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Llama 3 70B Instruct Spider by VictorDCh

 »  All LLMs  »  VictorDCh  »  Llama 3 70B Instruct Spider   URL Share it on

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  Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla...   Dataset:generator   Finetuned   Generated from trainer   Instruct   Llama   Lora   Peft   Region:us   Safetensors   Sft   Sharded   Tensorboard   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/VictorDCh/Llama-3-70B-Instruct-spider 

Llama 3 70B Instruct Spider Benchmarks

LLME Score: 0.19469
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 70B Instruct Spider (VictorDCh/Llama-3-70B-Instruct-spider)

Llama 3 70B Instruct Spider Parameters and Internals

Model Type 
fine-tuned
Training Details 
Data Sources:
generator
LLM NameLlama 3 70B Instruct Spider
Repository 🤗https://huggingface.co/VictorDCh/Llama-3-70B-Instruct-spider 
Base Model(s)  Meta Llama 3 70B Instruct   meta-llama/Meta-Llama-3-70B-Instruct
Model Size70b
Required VRAM141.9 GB
Updated2025-01-27
MaintainerVictorDCh
Instruction-BasedYes
Model Files  10.8 GB   4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30   0.0 GB
Model ArchitectureAdapter
Licensellama3
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|down_proj|o_proj|gate_proj|up_proj|q_proj|v_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

Best Alternatives to Llama 3 70B Instruct Spider

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Context / RAM
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Llama3v10K / 0.1 GB50
LLaMA 2 Wizard 70B QLoRA0K / 1.7 GB04
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Llama 2 70B Instruct V0.10K / 1.1 GB7914

Rank the Llama 3 70B Instruct Spider Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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