Pavaniai89
Fine-tuned model by shiva64 using KaveriAI Fine-Tune Studio.
Model Details
| Field | Value |
|---|---|
| Model Name | Pavaniai89 |
| Developer | shiva64 |
| Base Model | sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 |
| Training Dataset | demo/identity-1k |
| License | Apache 2.0 |
| Architecture | AnimFilter3DNet + PyTorch SDPA |
| Training Date | 2026-10-07 |
| Epochs | 3 |
| Final Loss | 0.178045 |
| Optimizer | AdamW (lr=0.0002) |
| Framework | PyTorch 2.14.0+cpu |
Training Details
This model was fine-tuned from sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 on the demo/identity-1k dataset.
Hardware: Kaggle Dual-T4 GPU
Training Framework: PyTorch with SDPA (Scaled Dot-Product Attention) optimisation
Fine-tuning Method: Full parameter fine-tuning with AdamW
Dataset Card
The model was trained on demo/identity-1k.
| Property | Value |
|---|---|
| Dataset | demo/identity-1k |
| Split | train |
| Preprocessing | Standard tokenization + PII scrubbing (India DPDP Act compliant) |
Usage
import torch
from huggingface_hub import hf_hub_download
# Load model
model_path = hf_hub_download(repo_id="shiva64/Pavaniai89", filename="model.pt")
model = torch.load(model_path, map_location="cpu")
model.eval()
License
This model is released under the Apache 2.0 License.
The base model sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 retains its original license — please review it before commercial use.
Citation
@misc{pavaniai89_20261007,
author = {shiva64},
title = {Pavaniai89},
year = {2026},
publisher = {Hugging Face},
url = {https://huggingface.co/shiva64/Pavaniai89}
}
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