Downloads · 30 days
3
27% of all-time downloads
sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter
CHZY-1/sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter
sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter is a machine learning model from CHZY-1. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
11
Public
Repo size
110 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors109 MB · 96%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Oct 2, 2024
- Updated
- Oct 2, 2024
- SHA
- 08aa2d1a
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter
This model is a fine-tuned version of MaziyarPanahi/Mistral-7B-Instruct-SQL-Mistral-7B-Instruct-v0.2-slerp on an unknown dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
Framework versions
- PEFT 0.13.0
- Transformers 4.45.1
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.20.0
- Library
- peft
- License
- apache-2.0
- Created
- Oct 2, 2024
- Updated
- Oct 2, 2024