File size: 5,076 Bytes
9bffc08 e38399b 9bffc08 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 |
---
base_model: microsoft/Phi-3-medium-4k-instruct
inference: false
language:
- multilingual
library_name: gguf
license: mit
license_link: https://huggingface.co./microsoft/Phi-3-medium-4k-instruct/resolve/main/LICENSE
pipeline_tag: text-generation
quantized_by: legraphista
tags:
- quantized
- GGUF
- imatrix
- quantization
- imat
- imatrix
- static
---
# Phi-3-medium-4k-instruct-IMat-GGUF
_Llama.cpp imatrix quantization of microsoft/Phi-3-medium-4k-instruct_
Original Model: [microsoft/Phi-3-medium-4k-instruct](https://huggingface.co./microsoft/Phi-3-medium-4k-instruct)
Original dtype: `BF16` (`bfloat16`)
Quantized by: llama.cpp [b2998](https://github.com/ggerganov/llama.cpp/releases/tag/b2998)
IMatrix dataset: [here](https://gist.githubusercontent.com/legraphista/d6d93f1a254bcfc58e0af3777eaec41e/raw/d380e7002cea4a51c33fffd47db851942754e7cc/imatrix.calibration.medium.raw)
## Files
### IMatrix
Status: ⏳ Processing
Link: [here](https://huggingface.co./legraphista/Phi-3-medium-4k-instruct-IMat-GGUF/blob/main/imatrix.dat)
### Common Quants
| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split |
| -------- | ---------- | --------- | ------ | ------------ | -------- |
| Phi-3-medium-4k-instruct.Q8_0 | Q8_0 | - | ⏳ Processing | ⚪ No | -
| [Phi-3-medium-4k-instruct.Q6_K.gguf](https://huggingface.co./legraphista/Phi-3-medium-4k-instruct-IMat-GGUF/blob/main/Phi-3-medium-4k-instruct.Q6_K.gguf) | Q6_K | 11.45GB | ✅ Available | ⚪ No | 📦 No
| Phi-3-medium-4k-instruct.Q4_K | Q4_K | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.Q3_K | Q3_K | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.Q2_K | Q2_K | - | ⏳ Processing | 🟢 Yes | -
### All Quants
| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split |
| -------- | ---------- | --------- | ------ | ------------ | -------- |
| Phi-3-medium-4k-instruct.FP16 | F16 | - | ⏳ Processing | ⚪ No | -
| Phi-3-medium-4k-instruct.BF16 | BF16 | - | ⏳ Processing | ⚪ No | -
| Phi-3-medium-4k-instruct.Q5_K | Q5_K | - | ⏳ Processing | ⚪ No | -
| Phi-3-medium-4k-instruct.Q5_K_S | Q5_K_S | - | ⏳ Processing | ⚪ No | -
| Phi-3-medium-4k-instruct.Q4_K_S | Q4_K_S | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.Q3_K_L | Q3_K_L | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.Q3_K_S | Q3_K_S | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.Q2_K_S | Q2_K_S | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ4_NL | IQ4_NL | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ4_XS | IQ4_XS | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ3_M | IQ3_M | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ3_S | IQ3_S | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ3_XS | IQ3_XS | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ3_XXS | IQ3_XXS | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ2_M | IQ2_M | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ2_S | IQ2_S | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ2_XS | IQ2_XS | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ2_XXS | IQ2_XXS | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ1_M | IQ1_M | - | ⏳ Processing | 🟢 Yes | -
| Phi-3-medium-4k-instruct.IQ1_S | IQ1_S | - | ⏳ Processing | 🟢 Yes | -
## 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 legraphista/Phi-3-medium-4k-instruct-IMat-GGUF --include "Phi-3-medium-4k-instruct.Q8_0.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 legraphista/Phi-3-medium-4k-instruct-IMat-GGUF --include "Phi-3-medium-4k-instruct.Q8_0/*" --local-dir Phi-3-medium-4k-instruct.Q8_0
# see FAQ for merging GGUF's
```
## FAQ
### Why is the IMatrix not applied everywhere?
According to [this investigation](https://www.reddit.com/r/LocalLLaMA/comments/1993iro/ggufs_quants_can_punch_above_their_weights_now/), it appears that lower quantizations are the only ones that benefit from the imatrix input (as per hellaswag results).
### How do I merge a split GGUF?
1. Make sure you have `gguf-split` available
- To get hold of `gguf-split`, navigate to https://github.com/ggerganov/llama.cpp/releases
- Download the appropriate zip for your system from the latest release
- Unzip the archive and you should be able to find `gguf-split`
2. Locate your GGUF chunks folder (ex: `Phi-3-medium-4k-instruct.Q8_0`)
3. Run `gguf-split --merge Phi-3-medium-4k-instruct.Q8_0/Phi-3-medium-4k-instruct.Q8_0-00001-of-XXXXX.gguf Phi-3-medium-4k-instruct.Q8_0.gguf`
- Make sure to point `gguf-split` to the first chunk of the split.
---
Got a suggestion? Ping me [@legraphista](https://x.com/legraphista)! |