Update README.md

README.md

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----
-license: gemma
----
+---
+base_model: google/gemma-7b
+library_name: transformers
+license: gemma
+pipeline_tag: text-generation
+tags:
+- conversational
+quantized_by: fedric95
+extra_gated_heading: Access Gemma on Hugging Face
+extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and
+  agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging
+  Face and click below. Requests are processed immediately.
+extra_gated_button_content: Acknowledge license
+---
+
+## Llamacpp Quantizations of Meta-Llama-3.1-8B
+
+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/gemma-7b
+
+## Download a file (not the whole branch) from below:
+
+| Filename | Quant type | File Size | Perplexity (wikitext-2-raw-v1.test) |
+| -------- | ---------- | --------- | ----------- |
+| [gemma-7b.FP32.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b.FP32.gguf) | BF16 | 17.1 GB | 6.9857 +/- 0.04411 |
+| [gemma-7b-Q8_0.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q8_0.gguf) | Q8_0 | 9.08 GB | 7.0373 +/- 0.04456 |
+| [gemma-7b-Q6_K.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q6_K.gguf) | Q6_K | 7.01 GB | 7.3858 +/- 0.04762 |
+| [gemma-7b-Q5_K_M.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q5_K_M.gguf) | Q5_K_M | 6.14 GB | 7.4227 +/- 0.04781 |
+| [gemma-7b-Q5_K_S.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q5_K_S.gguf) | Q5_K_S | 5.98 GB | 7.5232 +/- 0.04857 |
+| [gemma-7b-Q4_K_M.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q4_K_M.gguf) | Q4_K_M | 5.33 GB | 7.5800 +/- 0.04918 |
+| [gemma-7b-Q4_K_S.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q4_K_S.gguf) | Q4_K_S | 5.05 GB | 7.9673 +/- 0.05225 |
+| [gemma-7b-Q3_K_L.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q3_K_L.gguf) | Q3_K_L | 4.71 GB | 7.9586 +/- 0.05186 |
+| [gemma-7b-Q3_K_M.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q3_K_M.gguf) | Q3_K_M | 4.37 GB | 8.4077 +/- 0.05545 |
+| [gemma-7b-Q3_K_S.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q3_K_S.gguf) | Q3_K_S | 3.98 GB | 102.6126 +/- 1.62310 |
+| [gemma-7b-Q2_K.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b-Q2_K.gguf) | Q2_K | 3.48 GB | 3970.5385 +/- 102.46527 |
+
+## Downloading using huggingface-cli
+
+First, make sure you have hugginface-cli installed:
+
+```
+pip install -U "huggingface_hub[cli]"
+```
+
+Then, you can target the specific file you want:
+
+```
+huggingface-cli download fedric95/gemma-7b-GGUF --include "gemma-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/gemma-7b-GGUF --include "gemma-7b-Q8_0.gguf/*" --local-dir gemma-7b-Q8_0
+```
+
+You can either specify a new local-dir (gemma-7b-Q8_0) or download them all in place (./)
+
+
+## Reproducibility
+
+https://github.com/ggerganov/llama.cpp/discussions/9020#discussioncomment-10335638