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README.md

@@ -46,18 +46,18 @@ Today Date: 26 Jul 2024
 
 | Filename | Quant type | File Size | Description |
 | -------- | ---------- | --------- | ----------- |
-| [sft-prm800k-llama31-8b-steptok-Q2_K.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q2_K.gguf) | Q2_K | 3.179 GB | smallest, significant quality loss - not recommended for most purposes |
-| [sft-prm800k-llama31-8b-steptok-Q3_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_S.gguf) | Q3_K_S | 3.665 GB | very small, high quality loss |
-| [sft-prm800k-llama31-8b-steptok-Q3_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_M.gguf) | Q3_K_M | 4.019 GB | very small, high quality loss |
-| [sft-prm800k-llama31-8b-steptok-Q3_K_L.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_L.gguf) | Q3_K_L | 4.322 GB | small, substantial quality loss |
-| [sft-prm800k-llama31-8b-steptok-Q4_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_0.gguf) | Q4_0 | 4.661 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
-| [sft-prm800k-llama31-8b-steptok-Q4_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_K_S.gguf) | Q4_K_S | 4.693 GB | small, greater quality loss |
-| [sft-prm800k-llama31-8b-steptok-Q4_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_K_M.gguf) | Q4_K_M | 4.921 GB | medium, balanced quality - recommended |
-| [sft-prm800k-llama31-8b-steptok-Q5_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_0.gguf) | Q5_0 | 5.599 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
-| [sft-prm800k-llama31-8b-steptok-Q5_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_K_S.gguf) | Q5_K_S | 5.599 GB | large, low quality loss - recommended |
-| [sft-prm800k-llama31-8b-steptok-Q5_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_K_M.gguf) | Q5_K_M | 5.733 GB | large, very low quality loss - recommended |
-| [sft-prm800k-llama31-8b-steptok-Q6_K.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q6_K.gguf) | Q6_K | 6.596 GB | very large, extremely low quality loss |
-| [sft-prm800k-llama31-8b-steptok-Q8_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q8_0.gguf) | Q8_0 | 8.541 GB | very large, extremely low quality loss - not recommended |
+| [sft-prm800k-llama31-8b-steptok-Q2_K.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q2_K.gguf) | Q2_K | 2.961 GB | smallest, significant quality loss - not recommended for most purposes |
+| [sft-prm800k-llama31-8b-steptok-Q3_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_S.gguf) | Q3_K_S | 3.413 GB | very small, high quality loss |
+| [sft-prm800k-llama31-8b-steptok-Q3_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_M.gguf) | Q3_K_M | 3.743 GB | very small, high quality loss |
+| [sft-prm800k-llama31-8b-steptok-Q3_K_L.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q3_K_L.gguf) | Q3_K_L | 4.025 GB | small, substantial quality loss |
+| [sft-prm800k-llama31-8b-steptok-Q4_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_0.gguf) | Q4_0 | 4.341 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [sft-prm800k-llama31-8b-steptok-Q4_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_K_S.gguf) | Q4_K_S | 4.370 GB | small, greater quality loss |
+| [sft-prm800k-llama31-8b-steptok-Q4_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q4_K_M.gguf) | Q4_K_M | 4.583 GB | medium, balanced quality - recommended |
+| [sft-prm800k-llama31-8b-steptok-Q5_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_0.gguf) | Q5_0 | 5.215 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [sft-prm800k-llama31-8b-steptok-Q5_K_S.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_K_S.gguf) | Q5_K_S | 5.215 GB | large, low quality loss - recommended |
+| [sft-prm800k-llama31-8b-steptok-Q5_K_M.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q5_K_M.gguf) | Q5_K_M | 5.339 GB | large, very low quality loss - recommended |
+| [sft-prm800k-llama31-8b-steptok-Q6_K.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q6_K.gguf) | Q6_K | 6.143 GB | very large, extremely low quality loss |
+| [sft-prm800k-llama31-8b-steptok-Q8_0.gguf](https://huggingface.co/tensorblock/sft-prm800k-llama31-8b-steptok-GGUF/blob/main/sft-prm800k-llama31-8b-steptok-Q8_0.gguf) | Q8_0 | 7.954 GB | very large, extremely low quality loss - not recommended |
 
 
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