Instructions to use satish9177/tiny-aya-sql-agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use satish9177/tiny-aya-sql-agent with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("CohereLabs/tiny-aya-global") model = PeftModel.from_pretrained(base_model, "satish9177/tiny-aya-sql-agent") - Notebooks
- Google Colab
- Kaggle
Link the HF Article write-up
Browse filesCo-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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self-training on 306 of its own verified answers (rejection-sampling fine-tuning).
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- **Tools:** built with Lexsi **AgentTune**; every score is re-checked by **AuditKIT**.
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- Code, plans and full results: [github.com/satish9177/aya-db-agent](https://github.com/satish9177/aya-db-agent)
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- Data, trajectories and logs: [satish9177/tiny-aya-sql-agent-data](https://huggingface.co/datasets/satish9177/tiny-aya-sql-agent-data)
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self-training on 306 of its own verified answers (rejection-sampling fine-tuning).
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- **Tools:** built with Lexsi **AgentTune**; every score is re-checked by **AuditKIT**.
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- Write-up: [Teaching Tiny Aya to query databases (HF Article)](https://huggingface.co/blog/satish9177/teaching-tiny-aya-to-query-databases-what-fine-tun)
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- Code, plans and full results: [github.com/satish9177/aya-db-agent](https://github.com/satish9177/aya-db-agent)
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- Data, trajectories and logs: [satish9177/tiny-aya-sql-agent-data](https://huggingface.co/datasets/satish9177/tiny-aya-sql-agent-data)
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