Downloads · 30 days
2
6% of all-time downloads
Phi-3-medium-4k-instruct-exl2
bartowski/Phi-3-medium-4k-instruct-exl2
Phi-3-medium-4k-instruct-exl2 is a text generation model from bartowski. Use it when you need the model to write or continue text. The card lists the license as mit.
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.21"turboderp's ExLlamaV2 v0.0.21</a for quantization.
All-time downloads
36
Public
Repo size
47.7 GB
Likes
7
Public
Repo makeup
Click a slice to open those files.
.json2.2 MB · 100%
At a glance
- Task
- Text Generation
- License
- mit
- Access
- Public
- Created
- May 21, 2024
- Updated
- May 21, 2024
- SHA
- 1f5ce477
Model card
From the Hugging Face model README
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|>
Available sizes
| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | Description |
|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 14.0 GB | 16.4 GB | Max quality that ExLlamaV2 can produce, recommended. |
| 6_5 | 6.5 | 8.0 | 12.5 GB | 14.9 GB | Near unquantized performance at vastly reduced size, recommended. |
| 5_0 | 5.0 | 6.0 | 10.0 GB | 12.4 GB | Slightly lower quality vs 6.5. |
| 4_25 | 4.25 | 6.0 | 8.8 GB | 11.2 GB | GPTQ equivalent bits per weight. |
| 3_5 | 3.5 | 6.0 | 7.6 GB | 10.0 GB | Lower quality, not recommended. |
Download instructions
With git:
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):
pip3 install huggingface-hub
To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch:
Linux:
huggingface-cli download bartowski/Phi-3-medium-4k-instruct-exl2 --revision 6_5 --local-dir Phi-3-medium-4k-instruct-exl2-6_5
Windows (which apparently doesn't like _ in folders sometimes?):
huggingface-cli download bartowski/Phi-3-medium-4k-instruct-exl2 --revision 6_5 --local-dir Phi-3-medium-4k-instruct-exl2-6.5
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
- Task
- Text Generation
- License
- mit
- Languages
- multilingual
- Created
- May 21, 2024
- Updated
- May 21, 2024