measurement.json

README.md

@@ -0,0 +1,75 @@
+---
+inference: false
+license: other
+license_name: mnpl
+license_link: https://mistral.ai/licences/MNPL-0.1.md
+tags:
+- code
+language:
+- code
+quantized_by: bartowski
+pipeline_tag: text-generation
+---
+
+## Exllama v2 Quantizations of Codestral-22B-v0.1
+
+Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.1.1">turboderp's ExLlamaV2 v0.1.1</a> for quantization.
+
+<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>
+
+Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
+
+Original model: https://huggingface.co/mistral-community/Codestral-22B-v0.1
+
+## Prompt format
+
+No chat template specified so default is used. This may be incorrect, check original model card for details.
+
+```
+<s> [INST] <<SYS>>
+{system_prompt}
+<</SYS>>
+
+{prompt} [/INST]  </s>
+```
+
+## Available sizes
+
+| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
+| ------ | ---- | ------------ | ---- | ---- | ---- | ----------- |
+| [8_0](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/8_0)   | 8.0  | 8.0 | 23.5 GB | 26.0 GB | 29.5 GB | Near unquantized performance, max quality ExLlamaV2 can create.     |
+| [6_5](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/6_5)   | 6.5  | 8.0 | 19.4 GB | 21.9 GB | 25.4 GB | Near unquantized performance at vastly reduced size, **recommended**.       |
+| [5_0](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/5_0)   | 5.0  | 6.0 | 15.5 GB | 18.0 GB | 21.5 GB | Smaller size, lower quality, still very high performance, **recommended**.       |
+| [4_25](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/4_25) | 4.25 | 6.0 | 13.3 GB | 15.8 GB | 19.3 GB | GPTQ equivalent bits per weight, slightly higher quality.                   |
+| [3_5](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/3_5)   | 3.5  | 6.0 | 11.6 GB | 14.1 GB | 17.6 GB | Lower quality, only use if you have to.                                     |
+| [3_0](https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2/tree/3_0)   | 3.0  | 6.0 | 9.8 GB | 12.3 GB | 15.8 GB | Very low quality. Usable on 12GB with low context or 16gb with 32k. |
+
+## Download instructions
+
+With git:
+
+```shell
+git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Codestral-22B-v0.1-exl2 Codestral-22B-v0.1-exl2-6_5
+```
+
+With huggingface hub (credit to TheBloke for instructions):
+
+```shell
+pip3 install huggingface-hub
+```
+
+To download a specific branch, use the `--revision` parameter. For example, to download the 6.5 bpw branch:
+
+Linux:
+
+```shell
+huggingface-cli download bartowski/Codestral-22B-v0.1-exl2 --revision 6_5 --local-dir Codestral-22B-v0.1-exl2-6_5
+```
+
+Windows (which apparently doesn't like _ in folders sometimes?):
+
+```shell
+huggingface-cli download bartowski/Codestral-22B-v0.1-exl2 --revision 6_5 --local-dir Codestral-22B-v0.1-exl2-6.5
+```
+
+Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski