File size: 11,307 Bytes
9bcd559 4afad92 9bcd559 27f325d acfdc85 a0f0bf4 8fdb510 648681e 9bcd559 71e75a4 c123167 27f325d acfdc85 eb40157 a9912e4 a0f0bf4 56fa175 dd70c87 4c4c70f 8fdb510 442d32d dfd5d31 6c2bdf9 540e6d1 9f941bc d7b3dd5 648681e f821590 9bcd559 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 |
---
base_model: cognitivecomputations/dolphin-2.9.2-Phi-3-Medium-abliterated
datasets:
- cognitivecomputations/Dolphin-2.9.2
- teknium/OpenHermes-2.5
- m-a-p/CodeFeedback-Filtered-Instruction
- cognitivecomputations/dolphin-coder
- cognitivecomputations/samantha-data
- microsoft/orca-math-word-problems-200k
- internlm/Agent-FLAN
- cognitivecomputations/SystemChat-2.0
inference: false
language:
- en
library_name: gguf
license: mit
pipeline_tag: text-generation
quantized_by: legraphista
tags:
- quantized
- GGUF
- imatrix
- quantization
- imat
- imatrix
- static
- 16bit
- 8bit
- 6bit
- 5bit
- 4bit
- 3bit
- 2bit
- 1bit
---
# dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF
_Llama.cpp imatrix quantization of cognitivecomputations/dolphin-2.9.2-Phi-3-Medium-abliterated_
Original Model: [cognitivecomputations/dolphin-2.9.2-Phi-3-Medium-abliterated](https://huggingface.co/cognitivecomputations/dolphin-2.9.2-Phi-3-Medium-abliterated)
Original dtype: `BF16` (`bfloat16`)
Quantized by: llama.cpp [b3072](https://github.com/ggerganov/llama.cpp/releases/tag/b3072)
IMatrix dataset: [here](https://gist.githubusercontent.com/bartowski1182/eb213dccb3571f863da82e99418f81e8/raw/b2869d80f5c16fd7082594248e80144677736635/calibration_datav3.txt)
- [Files](#files)
- [IMatrix](#imatrix)
- [Common Quants](#common-quants)
- [All Quants](#all-quants)
- [Downloading using huggingface-cli](#downloading-using-huggingface-cli)
- [Inference](#inference)
- [Simple chat template](#simple-chat-template)
- [Chat template with system prompt](#chat-template-with-system-prompt)
- [Llama.cpp](#llama-cpp)
- [FAQ](#faq)
- [Why is the IMatrix not applied everywhere?](#why-is-the-imatrix-not-applied-everywhere)
- [How do I merge a split GGUF?](#how-do-i-merge-a-split-gguf)
---
## Files
### IMatrix
Status: β
Available
Link: [here](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/imatrix.dat)
### Common Quants
| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split |
| -------- | ---------- | --------- | ------ | ------------ | -------- |
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf) | Q8_0 | 14.83GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q6_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q6_K.gguf) | Q6_K | 11.45GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K.gguf) | Q4_K | 8.40GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K.gguf) | Q3_K | 6.75GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K.gguf) | Q2_K | 5.20GB | β
Available | π’ IMatrix | π¦ No
### All Quants
| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split |
| -------- | ---------- | --------- | ------ | ------------ | -------- |
| [dolphin-2.9.2-Phi-3-Medium-abliterated.BF16.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.BF16.gguf) | BF16 | 27.92GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.FP16.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.FP16.gguf) | F16 | 27.92GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf) | Q8_0 | 14.83GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q6_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q6_K.gguf) | Q6_K | 11.45GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q5_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q5_K.gguf) | Q5_K | 9.88GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q5_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q5_K_S.gguf) | Q5_K_S | 9.62GB | β
Available | βͺ Static | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K.gguf) | Q4_K | 8.40GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q4_K_S.gguf) | Q4_K_S | 7.96GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ4_NL.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ4_NL.gguf) | IQ4_NL | 7.93GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ4_XS.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ4_XS.gguf) | IQ4_XS | 7.51GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K.gguf) | Q3_K | 6.75GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K_L.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K_L.gguf) | Q3_K_L | 7.35GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q3_K_S.gguf) | Q3_K_S | 6.06GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_M.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_M.gguf) | IQ3_M | 6.30GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_S.gguf) | IQ3_S | 6.10GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_XS.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_XS.gguf) | IQ3_XS | 5.78GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_XXS.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.IQ3_XXS.gguf) | IQ3_XXS | 5.42GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K.gguf) | Q2_K | 5.20GB | β
Available | π’ IMatrix | π¦ No
| [dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF/blob/main/dolphin-2.9.2-Phi-3-Medium-abliterated.Q2_K_S.gguf) | Q2_K_S | 4.83GB | β
Available | π’ IMatrix | π¦ No
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ2_M | IQ2_M | - | β³ Processing | π’ IMatrix | -
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ2_S | IQ2_S | - | β³ Processing | π’ IMatrix | -
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ2_XS | IQ2_XS | - | β³ Processing | π’ IMatrix | -
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ2_XXS | IQ2_XXS | - | β³ Processing | π’ IMatrix | -
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ1_M | IQ1_M | - | β³ Processing | π’ IMatrix | -
| dolphin-2.9.2-Phi-3-Medium-abliterated.IQ1_S | IQ1_S | - | β³ Processing | π’ IMatrix | -
## Downloading using huggingface-cli
If you do not have hugginface-cli installed:
```
pip install -U "huggingface_hub[cli]"
```
Download the specific file you want:
```
huggingface-cli download legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF --include "dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf" --local-dir ./
```
If the model file is big, it has been split into multiple files. In order to download them all to a local folder, run:
```
huggingface-cli download legraphista/dolphin-2.9.2-Phi-3-Medium-abliterated-IMat-GGUF --include "dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0/*" --local-dir ./
# see FAQ for merging GGUF's
```
---
## Inference
### Simple chat template
```
<|im_start|>user
{user_prompt}<|im_end|>
<|im_start|>assistant
{assistant_response}<|im_end|>
<|im_start|>user
{next_user_prompt}<|im_end|>
```
### Chat template with system prompt
```
<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{user_prompt}<|im_end|>
<|im_start|>assistant
{assistant_response}<|im_end|>
<|im_start|>user
{next_user_prompt}<|im_end|>
```
### Llama.cpp
```
llama.cpp/main -m dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0.gguf --color -i -p "prompt here (according to the chat template)"
```
---
## 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: `dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0`)
3. Run `gguf-split --merge dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0/dolphin-2.9.2-Phi-3-Medium-abliterated.Q8_0-00001-of-XXXXX.gguf dolphin-2.9.2-Phi-3-Medium-abliterated.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)! |