Update README.md

README.md

@@ -15,4 +15,30 @@ tags:
 datasets:
 - prithivMLmods/blip3o-caption-mini-arrow
 - prithivMLmods/Caption3o-Opt-v2
----
+---
+
+# **Qwen3-VisionCaption-2B-it-REDACTED-GGUF**
+
+> **Qwen3-VisionCaption-2B-it-REDACTED** is a strictly censored image captioning model built upon **Qwen3-VL-2B-Instruct**, optimized for safe and controlled caption generation. It is designed to follow censorship rules closely while still providing clear, structured, and context aware visual descriptions. The abliterated image-captioning version is here: [https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B)
+
+## Qwen3-VisionCaption-2B-it-REDACTED [GGUF]
+
+| File Name | Quant Type | File Size | File Link |
+| - | - | - | - |
+| Qwen3-VisionCaption-2B-it-REDACTED.BF16.gguf | BF16 | 3.45 GB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.BF16.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.F16.gguf | F16 | 3.45 GB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.F16.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.F32.gguf | F32 | 6.89 GB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.F32.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.Q8_0.gguf | Q8_0 | 1.83 GB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.Q8_0.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.mmproj-bf16.gguf | mmproj-bf16 | 823 MB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.mmproj-bf16.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.mmproj-f16.gguf | mmproj-f16 | 819 MB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.mmproj-f16.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.mmproj-f32.gguf | mmproj-f32 | 1.63 GB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.mmproj-f32.gguf) |
+| Qwen3-VisionCaption-2B-it-REDACTED.mmproj-q8_0.gguf | mmproj-q8_0 | 445 MB | [Download](https://huggingface.co/prithivMLmods/Qwen3-VisionCaption-2B-it-REDACTED-GGUF/blob/main/Qwen3-VisionCaption-2B-it-REDACTED.mmproj-q8_0.gguf) |
+
+## Quants Usage 
+
+(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
+
+Here is a handy graph by ikawrakow comparing some lower-quality quant
+types (lower is better):
+
+![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)