measurement.json

README.md

@@ -0,0 +1,74 @@
+---
+license: mit
+license_link: https://huggingface.co/microsoft/Phi-3-medium-4k-instruct/resolve/main/LICENSE
+
+language:
+- multilingual
+pipeline_tag: text-generation
+tags:
+- nlp
+- code
+inference:
+  parameters:
+    temperature: 0.7
+widget:
+  - messages:
+      - role: user
+        content: Can you provide ways to eat combinations of bananas and dragonfruits?
+quantized_by: bartowski
+---
+
+## Exllama v2 Quantizations of Phi-3-medium-4k-instruct
+
+Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.21">turboderp's ExLlamaV2 v0.0.21</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/microsoft/Phi-3-medium-4k-instruct
+
+## Prompt format
+
+```
+<|user|> {prompt}<|end|><|assistant|><|end|>
+```
+
+## Available sizes
+
+| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
+| ----- | ---- | ------- | ------ | ------ | ------ | ------------ |
+| [6_5](https://huggingface.co/bartowski/Phi-3-medium-4k-instruct-exl2/tree/6_5) | 6.5  | 8.0 | 12.0 GB | 14.7 GB | 18.4 GB | Near unquantized performance at vastly reduced size, **recommended**. |
+| [5_0](https://huggingface.co/bartowski/Phi-3-medium-4k-instruct-exl2/tree/5_0) | 5.0  | 6.0 | 9.8 GB | 12.4 GB | 16.1 GB | Slightly lower quality vs 6.5. |
+| [4_25](https://huggingface.co/bartowski/Phi-3-medium-4k-instruct-exl2/tree/4_25) | 4.25 | 6.0 | 8.7 GB | 11.3 GB | 15.0 GB | GPTQ equivalent bits per weight. |
+| [3_5](https://huggingface.co/bartowski/Phi-3-medium-4k-instruct-exl2/tree/3_5) | 3.5  | 6.0 | 7.6 GB | 10.1 GB | 13.8 GB | Lower quality, not recommended. |
+
+## Download instructions
+
+With git:
+
+```shell
+git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Phi-3-medium-4k-instruct-exl2 Phi-3-medium-4k-instruct-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/Phi-3-medium-4k-instruct-exl2 --revision 6_5 --local-dir Phi-3-medium-4k-instruct-exl2-6_5 --local-dir-use-symlinks False
+```
+
+Windows (which apparently doesn't like _ in folders sometimes?):
+
+```shell
+huggingface-cli download bartowski/Phi-3-medium-4k-instruct-exl2 --revision 6_5 --local-dir Phi-3-medium-4k-instruct-exl2-6.5 --local-dir-use-symlinks False
+```
+
+Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski