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Open Source Model Profile · xbrain

AutoSQL-nl2sql-1.0-8b

AutoSQL-nl2sql-1.0-8b is an 8.03B-parameter Llama text-to-SQL model from xbrain. Its model card documents Chinese-English conversion with complex-query focus.

Publisher
xbrain
Task
text-generation
Model type
llama
License
apache-2.0
Library
transformers
Publication status
Accepted · not indexed

Model overview

AutoSQL-nl2sql-1.0-8b is published by xbrain as a text-generation model for natural language to SQL. The captured configuration identifies LlamaForCausalLM with model type llama, and Safetensors metadata reports 8,030,261,248 parameters. According to the model card, it is based on llama-3-chinese-8b-instruct-v3 with Chinese and English support, and Apache-2.0 is recorded as the license.

Recorded capabilities

Bilingual text-to-SQL purpose

According to the model card, the model converts Chinese and English natural language to SQL, including complex and multi-table queries.

Reported data and scores

The model card cites WikiSQL, Spider, internal, and feedback data, and reports 87.5% on WikiSQL with 95.3% on Spider.

Llama 8.03B configuration

Captured config identifies LlamaForCausalLM and llama, with Safetensors metadata reporting 8,030,261,248 parameters.

Documented Transformers use

According to the model card, use requires a Transformers version supporting Llama 3, with version 4.41.2 noted and a SQL-terminal prompt example.

Use cases in the source record

  • Chinese and English natural-language to SQL generation, including schema-grounded queries in the documented SQL-terminal format.
  • WikiSQL- and Spider-style database query workflows described in the publisher test notes.

Limitations and unknowns

  • According to the model card, high accuracy is claimed from internal tests; no independent evaluation was extracted.
  • No context-window value, hardware requirement, or current deployment detail was extracted.
  • Provider state is historical snapshot data, not independently refreshed current availability.
  • Base-model, dataset, and score details come from the publisher model card and were not independently verified by Ethen.

Source and provenance

Source: xbrain/AutoSQL-nl2sql-1.0-8b

Captured: Unknown. Processed: 2026-09-07T19:35:01.162350+00:00.

AutoSQL-nl2sql-1.0-8b 1. Summary it is a natural language-to-SQL conversion model optimized specifically for Chinese and English users. It is based on the llama-3-chinese-8b-instruct-v3 model. We used the latest optimization algorithms to improve the performance of the model, especially in handling complex queries and multi-table joins. 1.1 characteristics Bilingual support: Ability to handle natural language queries in both Chinese and English languages. High accuracy: After a large number of tests on actual database queries, it has been proved that the SQL statements generated have high accuracy. 1.2 training data Training data fo…

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