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Phi 3 Mini 4K Instruct Text To Sql by MatrixIA

 »  All LLMs  »  MatrixIA  »  Phi 3 Mini 4K Instruct Text To Sql   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/ph... Base model:unsloth/phi-3-mini-...   Conversational   En   Endpoints compatible   Instruct   Lora   Mistral   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/MatrixIA/Phi-3-mini-4k-instruct-text-to-sql 

Phi 3 Mini 4K Instruct Text To Sql Benchmarks

LLME Score: 0.19404
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 4K Instruct Text To Sql (MatrixIA/Phi-3-mini-4k-instruct-text-to-sql)

Phi 3 Mini 4K Instruct Text To Sql Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NamePhi 3 Mini 4K Instruct Text To Sql
Repository 🤗https://huggingface.co/MatrixIA/Phi-3-mini-4k-instruct-text-to-sql 
Base Model(s)  ...hi 3 Mini 4K Instruct Bnb 4bit   unsloth/Phi-3-mini-4k-instruct-bnb-4bit
Required VRAM7.6 GB
Updated2024-12-21
MaintainerMatrixIA
Instruction-BasedYes
Model Files  0.1 GB   5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length4096
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|down_proj|gate_proj|k_proj|o_proj|up_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than MatrixIA/Phi-3-mini-4k-instruct-text-to-sql.

Rank the Phi 3 Mini 4K Instruct Text To Sql 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 v20241217
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