LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  Agents   Benchmarks   LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Mistral 7B Text To Sql by frankmorales2020

 »  All LLMs  »  frankmorales2020  »  Mistral 7B Text To Sql   URL Share it on

  2   

Mistral 7B Text To Sql is an open-source language model by frankmorales2020. Features: 7b LLM, VRAM: 1.9GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.12.

  Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Dataset:generator   Finetuned   Generated from trainer   Instruct   Lora   Mistral   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql 

Mistral 7B Text To Sql Benchmarks

LLME Score: 0.12286
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 (frankmorales2020/Mistral-7B-text-to-sql)
🌟 Advertise your project 🚀

Mistral 7B Text To Sql Parameters and Internals

Model Type 
text-to-sql generation
Use Cases 
Areas:
text generation, SQL query generation
Applications:
Automated SQL generation from text
Additional Notes 
Model shows potential for improvement using techniques like few-shot learning, RAG, and self-healing.
Training Details 
Data Sources:
https://huggingface.co/datasets/b-mc2/sql-create-context
Methodology:
Fine-tuning on generator dataset for text-to-SQL generation
LLM NameMistral 7B Text To Sql
Repository 🤗https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.1   mistralai/Mistral-7B-Instruct-v0.1
Model Size7b
Required VRAM1.9 GB
Updated2026-03-22
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|up_proj|gate_proj|down_proj|q_proj|k_proj|o_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

Best Alternatives to Mistral 7B Text To Sql

Best Alternatives
Context / RAM
Downloads
Likes
Qwen Megumin0K / 0.1 GB31
Deepthink Reasoning Adapter0K / 0.2 GB33
Mistral 7B Instruct Sa V0.10K / 0 GB50
Qwen2.5 7b NotesCorrector0K / 0.6 GB100
Mistral 7B Selfplay V00K / 0.2 GB60
Mistral 7B V0.1 Emotion0K / 1.3 GB2251
Mistral 7B V2 Selfplay0K / 0.2 GB100
...82 6142 45d8 9455 Bc68ca4866eb0K / 1.2 GB50
...Sql Flash Attention 2 Dataeval0K / 1.9 GB93
Text To Rule Mistral 20K / 0.3 GB50
Note: green Score (e.g. "73.2") means that the model is better than frankmorales2020/Mistral-7B-text-to-sql.

Rank the Mistral 7B Text To Sql Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 52473 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer