Update README.md

README.md

@@ -1,5 +1,5 @@
 ---
-base_model: Qwen/Qwen2-7b
+base_model: Qwen/Qwen2-7B
 library_name: transformers
 license: apache-2.0
 language:
@@ -14,23 +14,23 @@ quantized_by: fedric95
 
 Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b3583">b3583</a> for quantization.
 
-Original model: https://huggingface.co/google/Qwen2-7b
+Original model: https://huggingface.co/google/Qwen2-7B
 
 ## Download a file (not the whole branch) from below:
 
 | Filename | Quant type | File Size | Perplexity (wikitext-2-raw-v1.test) |
 | -------- | ---------- | --------- | ----------- |
-| [Qwen2-7b.FP32.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b.FP32.gguf) | BF16 | 15.2GB | coming_soon |
-| [Qwen2-7b-Q8_0.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q8_0.gguf) | Q8_0 | 8.1GB | 7.3817 +/- 0.04777 |
-| [Qwen2-7b-Q6_K.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q6_K.gguf) | Q6_K | 6.25GB | 7.3914 +/- 0.04776 |
-| [Qwen2-7b-Q5_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q5_K_M.gguf) | Q5_K_M | 5.44GB | 7.4067 +/- 0.04794 |
-| [Qwen2-7b-Q5_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q5_K_S.gguf) | Q5_K_S |  | 7.4291 +/- 0.04822 |
-| [Qwen2-7b-Q4_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q4_K_M.gguf) | Q4_K_M | 4.68GB | 7.4796 +/- 0.04856 |
-| [Qwen2-7b-Q4_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q4_K_S.gguf) | Q4_K_S | 4.46GB | 7.5221 +/- 0.04879 |
-| [Qwen2-7b-Q3_K_L.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q3_K_L.gguf) | Q3_K_L | 4.09GB | 7.6843 +/- 0.05000 |
-| [Qwen2-7b-Q3_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q3_K_M.gguf) | Q3_K_M | 3.81GB | 7.7390 +/- 0.05015 |
-| [Qwen2-7b-Q3_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q3_K_S.gguf) | Q3_K_S | 3.49GB | 9.3743 +/- 0.06023 |
-| [Qwen2-7b-Q2_K.gguf](https://huggingface.co/fedric95/Qwen2-7b-GGUF/blob/main/Qwen2-7b-Q2_K.gguf) | Q2_K | 3.02GB | 10.5122 +/- 0.06850 |
+| [Qwen2-7B.FP32.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B.FP32.gguf) | BF16 | 15.2GB | coming_soon |
+| [Qwen2-7B-Q8_0.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q8_0.gguf) | Q8_0 | 8.1GB | 7.3817 +/- 0.04777 |
+| [Qwen2-7B-Q6_K.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q6_K.gguf) | Q6_K | 6.25GB | 7.3914 +/- 0.04776 |
+| [Qwen2-7B-Q5_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q5_K_M.gguf) | Q5_K_M | 5.44GB | 7.4067 +/- 0.04794 |
+| [Qwen2-7B-Q5_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q5_K_S.gguf) | Q5_K_S |  | 7.4291 +/- 0.04822 |
+| [Qwen2-7B-Q4_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q4_K_M.gguf) | Q4_K_M | 4.68GB | 7.4796 +/- 0.04856 |
+| [Qwen2-7B-Q4_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q4_K_S.gguf) | Q4_K_S | 4.46GB | 7.5221 +/- 0.04879 |
+| [Qwen2-7B-Q3_K_L.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q3_K_L.gguf) | Q3_K_L | 4.09GB | 7.6843 +/- 0.05000 |
+| [Qwen2-7B-Q3_K_M.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q3_K_M.gguf) | Q3_K_M | 3.81GB | 7.7390 +/- 0.05015 |
+| [Qwen2-7B-Q3_K_S.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q3_K_S.gguf) | Q3_K_S | 3.49GB | 9.3743 +/- 0.06023 |
+| [Qwen2-7B-Q2_K.gguf](https://huggingface.co/fedric95/Qwen2-7B-GGUF/blob/main/Qwen2-7B-Q2_K.gguf) | Q2_K | 3.02GB | 10.5122 +/- 0.06850 |
 
 ## Downloading using huggingface-cli
 
@@ -43,16 +43,16 @@ pip install -U "huggingface_hub[cli]"
 Then, you can target the specific file you want:
 
 ```
-huggingface-cli download fedric95/Qwen2-7b-GGUF --include "Qwen2-7b-Q4_K_M.gguf" --local-dir ./
+huggingface-cli download fedric95/Qwen2-7B-GGUF --include "Qwen2-7B-Q4_K_M.gguf" --local-dir ./
 ```
 
 If the model is bigger than 50GB, it will have been split into multiple files. In order to download them all to a local folder, run:
 
 ```
-huggingface-cli download fedric95/Qwen2-7b-GGUF --include "Qwen2-7b-Q8_0.gguf/*" --local-dir Qwen2-7b-Q8_0
+huggingface-cli download fedric95/Qwen2-7B-GGUF --include "Qwen2-7B-Q8_0.gguf/*" --local-dir Qwen2-7B-Q8_0
 ```
 
-You can either specify a new local-dir (Qwen2-7b-Q8_0) or download them all in place (./)
+You can either specify a new local-dir (Qwen2-7B-Q8_0) or download them all in place (./)
 
 
 ## Reproducibility