Instructions to use mantika/gemma-text-to-sql with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mantika/gemma-text-to-sql with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mantika/gemma-text-to-sql", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- README.md +3 -3
- adapter_config.json +8 -8
- adapter_model.safetensors +2 -2
- runs/Jul09_12-56-56_pomelo-gpu2.c.sherloq-454319.internal/events.out.tfevents.1752065826.pomelo-gpu2.c.sherloq-454319.internal.7362.0 +3 -0
- runs/Jul09_13-00-48_pomelo-gpu2.c.sherloq-454319.internal/events.out.tfevents.1752066058.pomelo-gpu2.c.sherloq-454319.internal.7925.0 +3 -0
- runs/Jul09_13-05-10_pomelo-gpu2.c.sherloq-454319.internal/events.out.tfevents.1752066320.pomelo-gpu2.c.sherloq-454319.internal.8391.0 +3 -0
- runs/Jul09_13-06-37_pomelo-gpu2.c.sherloq-454319.internal/events.out.tfevents.1752066406.pomelo-gpu2.c.sherloq-454319.internal.8568.0 +3 -0
- training_args.bin +1 -1
README.md
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---
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base_model: google/gemma-3-1b-
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library_name: transformers
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model_name: gemma-text-to-sql
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tags:
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# Model Card for gemma-text-to-sql
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This model is a fine-tuned version of [google/gemma-3-1b-
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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### Framework versions
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- TRL: 0.19.
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- Transformers: 4.53.1
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- Pytorch: 2.7.1+cu128
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- Datasets: 3.6.0
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---
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base_model: google/gemma-3-1b-it
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library_name: transformers
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model_name: gemma-text-to-sql
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tags:
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# Model Card for gemma-text-to-sql
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This model is a fine-tuned version of [google/gemma-3-1b-it](https://huggingface.co/google/gemma-3-1b-it).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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### Framework versions
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- TRL: 0.19.1
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- Transformers: 4.53.1
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- Pytorch: 2.7.1+cu128
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- Datasets: 3.6.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"base_model_name_or_path": "google/gemma-3-1b-
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"bias": "none",
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"layers_pattern": null,
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"loftq_config": {},
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"lora_alpha":
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],
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"peft_type": "LORA",
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"r":
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"target_modules": [
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"task_type": "CAUSAL_LM",
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{
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"alpha_pattern": {},
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"base_model_name_or_path": "google/gemma-3-1b-it",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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],
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r": 64,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"gate_proj",
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"q_proj",
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"k_proj",
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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adapter_model.safetensors
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