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mini-vlm-scratch – AI Model by RajGana | AlphaNeural AI

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RajGana/
mini-vlm-scratch

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Mini VLM (Built from Scratch)

Vision Language Model built from scratch. Architecture: CLIP (frozen) + Projection Layer + Custom LLM decoder.

Architecture

Vision: CLIP ViT-B/32 (frozen)
Projection: Linear(512 → 384)
LLM: Custom Transformer (6 layers, 384 dim)
Dataset: COCO Captions (20k samples)
GPU: NVIDIA L4

Training

Epochs: 3 | Final loss: 1.17
Same pipeline as LLaVA Stage 1!