transformers safetensors llama text-generation finetuned dataset:b-mc2/sql-create-context license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
datasets:
    - b-mc2/sql-create-context
tags:
    - finetuned
---

# TinyLlama-1.1B-Chat-v0.1 Fine-tuned on sql-create-context Data

This model was fine-tuned to generate SQL queries from natural language questions given
the context of a table DDL. 

See original models [here](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v0.1).

See the sql-create-context dataset [here](https://huggingface.co/datasets/b-mc2/sql-create-context).

## Usage

Example prompt:

```
### SQL Table Context: CREATE TABLE table_2249029_1 (gdp_world_rank VARCHAR, asian_rank VARCHAR)
### Human: Name the gdp world rank for asian rank being 15
```

Example response:

```
### Assistant: SELECT gdp_world_rank FROM table_2249029_1 WHERE asian_rank = "15"
```
