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Mistral 7B Text To Sql Flash Attention 2 Dataeval by frankmorales2020

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  Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Dataset:generator   Finetuned   Generated from trainer   Instruct   Lora   Peft   Region:us   Safetensors   Sft   Trl

Mistral 7B Text To Sql Flash Attention 2 Dataeval Benchmarks

LLME Score: 0.21441
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Text To Sql Flash Attention 2 Dataeval Parameters and Internals

Model Type 
text-to-sql
Additional Notes 
Additional evaluation articles available: Evaluation with Chromadb, PostgreSQL and the “gretelai/synthetic_text_to_sql” dataset.
Training Details 
Data Sources:
b-mc2/sql-create-context
LLM NameMistral 7B Text To Sql Flash Attention 2 Dataeval
Repository 🤗https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-dataeval 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM1.9 GB
Updated2024-11-21
Maintainerfrankmorales2020
Instruction-BasedYes
Model Files  1.9 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|gate_proj|down_proj|up_proj|q_proj|o_proj|k_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256
Mistral 7B Text To Sql Flash Attention 2 Dataeval (frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-dataeval)

Best Alternatives to Mistral 7B Text To Sql Flash Attention 2 Dataeval

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Context / RAM
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Mistral 7B V0.1 AviationQA0K / 1.3 GB1451
...82 6142 45d8 9455 Bc68ca4866eb0K / 1.2 GB60
Text To Rule Mistral 20K / 0.3 GB60
...al 7B Instruct V0.3 17193012560K / 0.9 GB90
...al 7B Instruct V0.3 17192977500K / 0.4 GB60
Text To Rule Mistral0K / 0.4 GB60
...al 7B Instruct V0.3 17193413250K / 1.7 GB60
...al 7B Instruct V0.3 17193444300K / 3.5 GB60
...al 7B Instruct V0.3 17193505280K / 0.9 GB50
...al 7B Instruct V0.3 17192531320K / 0 GB60
Note: green Score (e.g. "73.2") means that the model is better than frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-dataeval.

Rank the Mistral 7B Text To Sql Flash Attention 2 Dataeval 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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Release v20241110
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