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Llama 3 8B Instruct Spider by VictorDCh

 »  All LLMs  »  VictorDCh  »  Llama 3 8B Instruct Spider   URL Share it on

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Dataset:generator   Endpoints compatible   Generated from trainer   Instruct   Llama   Lora   Region:us   Safetensors   Sft   Sharded   Tensorboard   Tensorflow   Trl

Llama 3 8B Instruct Spider Benchmarks

LLME Score: 0.19916
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 8B Instruct Spider Parameters and Internals

Training Details 
Data Sources:
generator
Methodology:
Fine-tuning
LLM NameLlama 3 8B Instruct Spider
Repository 🤗https://huggingface.co/VictorDCh/Llama-3-8B-Instruct-spider 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-11-21
MaintainerVictorDCh
Instruction-BasedYes
Model Files  3.4 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   0.0 GB
Model ArchitectureAutoModelForCausalLM
Licenseother
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|down_proj|q_proj|gate_proj|up_proj|v_proj|k_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256
Llama 3 8B Instruct Spider (VictorDCh/Llama-3-8B-Instruct-spider)

Best Alternatives to Llama 3 8B Instruct Spider

Best Alternatives
Context / RAM
Downloads
Likes
Codelica0K / 16.1 GB1110
...Instruct Persian Finetuned Sft0K / 0 GB1975
ModeliCo 8B0K / 16.1 GB182
Meta Llama 3.1 8B Instruct OAS0K / 16.1 GB2871
... 3 Instruct Bellman 8B Swedish0K / 0 GB872
... Meta Llama 3 8B Instruct Lora0K / 0.7 GB173
...3 Project Management Assistant0K / 0.2 GB201
...ama 3 8B Instruct Bnb Telcom 30K / 0.2 GB120
Llama300K / 16.1 GB120
Llama260K / 16.1 GB90
Note: green Score (e.g. "73.2") means that the model is better than VictorDCh/Llama-3-8B-Instruct-spider.

Rank the Llama 3 8B 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  
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 v20241110
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