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vireo-base
SaifPunjwani/vireo-base
vireo-base is a text generation model from SaifPunjwani. Use it when you need the model to write or continue text. It is set up for pytorch.
This repository is an inference-only export. It contains the final model tensor and the architecture configuration needed to construct the model. It does not contain optimizer state, training scripts, launch configura…
Access
Public
Updated Sep 6, 2026
Repo size
28.3 GB
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0
Public
Repo makeup
Click a slice to open those files.
.pt28.3 GB · 100%
At a glance
- Task
- Text Generation
- Library
- pytorch
- Access
- Public
- Created
- Sep 6, 2026
- Updated
- Sep 6, 2026
- SHA
- 9fe97ac5
Try a prompt
Model card
From the Hugging Face model README
Vireo Base inference checkpoint
This repository is an inference-only export. It contains the final model tensor and the architecture configuration needed to construct the model. It does not contain optimizer state, training scripts, launch configuration, logs, experiment-tracking artifacts, provenance bundles, or intermediate checkpoints.
Files
checkpoints/final/model.pt: final PyTorch model checkpoint.checkpoints/final/metadata.json: architecture configuration and model-file integrity metadata.
Download
from huggingface_hub import hf_hub_download
import torch
path = hf_hub_download(
"SaifPunjwani/vireo-base",
"checkpoints/final/model.pt",
)
checkpoint = torch.load(path, map_location="cpu", weights_only=True)
Construct the Vireo architecture from the config object in
checkpoints/final/metadata.json, then load the checkpoint state into that
architecture.
- Task
- Text Generation
- Library
- pytorch
- Created
- Sep 6, 2026
- Updated
- Sep 6, 2026