What are the hardware requirements for Code Llama 7B Text To Sql?

Code Llama 7B Text To Sql requires approximately 1.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Code Llama 7B Text To Sql and how large is it?

Code Llama 7B Text To Sql is developed by philschmid, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Code Llama 7B Text To Sql?

Code Llama 7B Text To Sql is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Code Llama 7B Text To Sql by philschmid — VRAM 1.8GB

Name: Code Llama 7B Text To Sql
Author: philschmid

Code Llama 7B Text To Sql is an open-source language model by philschmid. Features: 7b LLM, VRAM: 1.8GB, License: llama2, Code Generating, LLM Explorer Score: 0.11.

Adapter Base model:adapter:codellama/c... Base model:codellama/codellama... Codegen Dataset:generator Finetuned Generated from trainer Lora Peft Region:us Safetensors Sft Tensorboard Trl

Model Card on HF 🤗: https://huggingface.co/philschmid/code-llama-7b-text-to-sql

Code Llama 7B Text To Sql Parameters and Internals

Model Type

text-to-SQL

Training Details

Data Sources:

generator

LLM Name	Code Llama 7B Text To Sql
Repository 🤗	https://huggingface.co/philschmid/code-llama-7b-text-to-sql
Base Model(s)	CodeLlama 7B Hf codellama/CodeLlama-7b-hf
Model Size	7b
Required VRAM	1.8 GB
Updated	2026-08-05
Maintainer	philschmid
Model Files	1.8 GB 0.0 GB
Generates Code	Yes
Model Architecture	Adapter
License	llama2
Is Biased	none
Tokenizer Class	CodeLlamaTokenizer
Padding Token	<\|im_end\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	q_proj\|v_proj\|gate_proj\|up_proj\|down_proj\|k_proj\|o_proj
LoRA Alpha	128
LoRA Dropout	0.05
R Param	256

Rank the Code Llama 7B Text To Sql capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Quantized Models of the Code Llama 7B Text To Sql

Model	Likes	Downloads	VRAM
CodeLlama 7B Fp16	7	14	13 GB

Best Alternatives to Code Llama 7B Text To Sql

Best Alternatives	Context / RAM	Downloads	Likes
Code Llama 7B Chatbot	0K / 1.1 GB	6	0
...10 2024 06 23 10 41 40 3558636	0K / 0.6 GB	5	0
Mistral 7b 2EPOCH DolphinCoder	0K / 0.1 GB	5	0
Mistral 7b 3Epoch DolphinCoder	0K / 0.1 GB	8	0
Codellama2 Finetuned Nl2bash	0K / 0 GB	7	1
Tsql To Plsql	0K / 0.4 GB	5	0
Second Sql Converter Model	0K / 0 GB	8	0
Llama Code 7B	0K / 13.5 GB	6	1
Cria Llama2 7B V1.3 Peft	0K / 0.1 GB	8	0
EvilCodeLlama 7B	0K / 10.8 GB	14	1

Note: green Score (e.g. "73.2") means that the model is better than philschmid/code-llama-7b-text-to-sql.