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puvith/qwen3-8b-instruct-pod-analyzer_v3

AI model by puvith

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This qwen3vl model was trained 2x faster with Unsloth and Huggingface's TRL library. Fine-tuned Qwen3-VL-8B-Instruct model for Proof of Delivery (POD) document analysis and information extraction. The model is designed to analyze POD images and extract visually supported information, including: The model is instructed to avoid inventing or inferring information that is not visible in the document.…

puvith/qwen3-8b-instruct-pod-analyzer_v3 on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-30T17:02:56.858Z

Inside the original model card — Document outline
  1. Uploaded finetuned model
  2. Qwen3-8B Instruct POD Analyzer v3
  3. Intended Use
  4. Training
  5. Limitations
  6. Base Model
  7. Model

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

puvith/qwen3-8b-instruct-pod-analyzer_v3 is a task-unspecified model repository published by puvith on Hugging Face. The source reports the transformers library.

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Model facts

Task
Not reported
Library
transformers
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
8,767,123,696
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-09-17T06:11:19.000Z
Last modified
2026-09-17T06:18:52.000Z

Compatibility and lineage

Reported languages: en

Reported base models: unsloth/qwen3-vl-8b-instruct-unsloth-bnb-4bit

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Model card and usage instructions

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-09-17T06:34:58.770Z. Daily imports are snapshots, not real-time monitoring.

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