Update README.md

README.md

@@ -14,24 +14,24 @@ tags:
 
 > **Open-Xi-Math-Preview** is a **mathematics-focused reasoning model** fine-tuned on **Qwen2-1.5B-Instruct**, utilizing a **modular dataset** designed for enhancing **mathematical thinking**. It provides robust capabilities in symbolic reasoning, structured deduction, and compact coding — optimized for edge deployment on **resource-constrained devices**.
 
-## Model File
-
-| File Name                          | Size      | Commit Message                       | Time Uploaded          |
-| ---------------------------------- | --------- | ------------------------------------ | ---------------------- |
-| `.gitattributes`                   | 2.39 kB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q2_K.gguf`   | 753 MB    | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q3_K_M.gguf` | 924 MB    | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q4_K_M.gguf` | 1.12 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q4_K_S.gguf` | 1.07 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q5_K_M.gguf` | 1.29 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q5_K_S.gguf` | 1.26 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q6_K.gguf`   | 1.46 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.Q8_0.gguf`   | 1.89 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.BF16.gguf`   | 3.56 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.F16.gguf`    | 3.56 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `Open-Xi-Math-Preview.F32.gguf`    | 7.11 GB   | Upload folder using huggingface\_hub | About 2 hours ago      |
-| `README.md`                        | 578 Bytes | Update README.md                     | Less than a minute ago |
-| `config.json`                      | 31 Bytes  | Upload folder using huggingface\_hub | About 1 hour ago       |
+## Model Files
+
+| File Name                          | Size    | Quantization | Format | Description                   |
+| ---------------------------------- | ------- | ------------ | ------ | ----------------------------- |
+| `Open-Xi-Math-Preview.BF16.gguf`   | 3.56 GB | BF16         | GGUF   | BFloat16 precision version    |
+| `Open-Xi-Math-Preview.F16.gguf`    | 3.56 GB | FP16         | GGUF   | Float16 precision version     |
+| `Open-Xi-Math-Preview.F32.gguf`    | 7.11 GB | FP32         | GGUF   | Float32 precision version     |
+| `Open-Xi-Math-Preview.Q2_K.gguf`   | 753 MB  | Q2\_K        | GGUF   | 2-bit quantized (K variant)   |
+| `Open-Xi-Math-Preview.Q3_K_M.gguf` | 924 MB  | Q3\_K\_M     | GGUF   | 3-bit quantized (K M variant) |
+| `Open-Xi-Math-Preview.Q4_K_M.gguf` | 1.12 GB | Q4\_K\_M     | GGUF   | 4-bit quantized (K M variant) |
+| `Open-Xi-Math-Preview.Q4_K_S.gguf` | 1.07 GB | Q4\_K\_S     | GGUF   | 4-bit quantized (K S variant) |
+| `Open-Xi-Math-Preview.Q5_K_M.gguf` | 1.29 GB | Q5\_K\_M     | GGUF   | 5-bit quantized (K M variant) |
+| `Open-Xi-Math-Preview.Q5_K_S.gguf` | 1.26 GB | Q5\_K\_S     | GGUF   | 5-bit quantized (K S variant) |
+| `Open-Xi-Math-Preview.Q6_K.gguf`   | 1.46 GB | Q6\_K        | GGUF   | 6-bit quantized (K variant)   |
+| `Open-Xi-Math-Preview.Q8_0.gguf`   | 1.89 GB | Q8\_0        | GGUF   | 8-bit quantized               |
+| `.gitattributes`                   | 2.39 kB | —            | —      | Git LFS tracking file         |
+| `config.json`                      | 31 B    | —            | —      | Configuration file            |
+| `README.md`                        | 4.29 kB | —            | —      | Model documentation           |
 
 ## Quants Usage