|
--- |
|
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.BF16.gguf](https://huggingface.co/fedric95/gemma-7b-GGUF/blob/main/gemma-7b.BF16.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 |
|
|
