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--- |
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base_model: cognitivecomputations/dolphin-2.9.1-mixtral-1x22b |
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datasets: |
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- cognitivecomputations/Dolphin-2.9 |
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- teknium/OpenHermes-2.5 |
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- m-a-p/CodeFeedback-Filtered-Instruction |
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- cognitivecomputations/dolphin-coder |
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- cognitivecomputations/samantha-data |
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- microsoft/orca-math-word-problems-200k |
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- abacusai/SystemChat-1.1 |
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- Locutusque/function-calling-chatml |
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- internlm/Agent-FLAN |
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inference: false |
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language: |
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- en |
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library_name: gguf |
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license: apache-2.0 |
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model-index: |
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- name: out |
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results: [] |
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pipeline_tag: text-generation |
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quantized_by: legraphista |
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tags: |
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- generated_from_trainer |
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- axolotl |
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- quantized |
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- GGUF |
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- imatrix |
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- quantization |
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- imat |
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- imatrix |
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- static |
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--- |
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# dolphin-2.9.1-mixtral-1x22b-IMat-GGUF |
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_Llama.cpp imatrix quantization of cognitivecomputations/dolphin-2.9.1-mixtral-1x22b_ |
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Original Model: [cognitivecomputations/dolphin-2.9.1-mixtral-1x22b](https://huggingface.co/cognitivecomputations/dolphin-2.9.1-mixtral-1x22b) |
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Original dtype: `BF16` (`bfloat16`) |
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Quantized by: llama.cpp [b3024](https://github.com/ggerganov/llama.cpp/releases/tag/b3024) |
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IMatrix dataset: [here](https://gist.githubusercontent.com/legraphista/d6d93f1a254bcfc58e0af3777eaec41e/raw/d380e7002cea4a51c33fffd47db851942754e7cc/imatrix.calibration.medium.raw) |
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- [dolphin-2.9.1-mixtral-1x22b-IMat-GGUF](#dolphin-2-9-1-mixtral-1x22b-imat-gguf) |
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- [Files](#files) |
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- [IMatrix](#imatrix) |
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- [Common Quants](#common-quants) |
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- [All Quants](#all-quants) |
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- [Downloading using huggingface-cli](#downloading-using-huggingface-cli) |
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- [Inference](#inference) |
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- [Simple chat template](#simple-chat-template) |
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- [Chat template with system prompt](#chat-template-with-system-prompt) |
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- [Llama.cpp](#llama-cpp) |
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- [FAQ](#faq) |
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- [Why is the IMatrix not applied everywhere?](#why-is-the-imatrix-not-applied-everywhere) |
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- [How do I merge a split GGUF?](#how-do-i-merge-a-split-gguf) |
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--- |
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## Files |
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### IMatrix |
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Status: β
Available |
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Link: [here](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/imatrix.dat) |
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|
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### Common Quants |
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| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split | |
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| -------- | ---------- | --------- | ------ | ------------ | -------- | |
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| [dolphin-2.9.1-mixtral-1x22b.Q8_0.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q8_0.gguf) | Q8_0 | 23.63GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q6_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q6_K.gguf) | Q6_K | 18.25GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q4_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q4_K.gguf) | Q4_K | 13.34GB | β
Available | π’ IMatrix | π¦ No |
|
| [dolphin-2.9.1-mixtral-1x22b.Q3_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q3_K.gguf) | Q3_K | 10.75GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q2_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q2_K.gguf) | Q2_K | 8.27GB | β
Available | π’ IMatrix | π¦ No |
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|
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### All Quants |
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| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split | |
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| -------- | ---------- | --------- | ------ | ------------ | -------- | |
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| [dolphin-2.9.1-mixtral-1x22b.BF16.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.BF16.gguf) | BF16 | 44.48GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.FP16.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.FP16.gguf) | F16 | 44.48GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q8_0.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q8_0.gguf) | Q8_0 | 23.63GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q6_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q6_K.gguf) | Q6_K | 18.25GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q5_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q5_K.gguf) | Q5_K | 15.72GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q5_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q5_K_S.gguf) | Q5_K_S | 15.32GB | β
Available | βͺ Static | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q4_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q4_K.gguf) | Q4_K | 13.34GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q4_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q4_K_S.gguf) | Q4_K_S | 12.66GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ4_NL.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ4_NL.gguf) | IQ4_NL | 12.61GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ4_XS.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ4_XS.gguf) | IQ4_XS | 11.93GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q3_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q3_K.gguf) | Q3_K | 10.75GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q3_K_L.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q3_K_L.gguf) | Q3_K_L | 11.73GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q3_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q3_K_S.gguf) | Q3_K_S | 9.64GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ3_M.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ3_M.gguf) | IQ3_M | 10.06GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ3_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ3_S.gguf) | IQ3_S | 9.68GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ3_XS.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ3_XS.gguf) | IQ3_XS | 9.17GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ3_XXS.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ3_XXS.gguf) | IQ3_XXS | 8.59GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q2_K.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q2_K.gguf) | Q2_K | 8.27GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.Q2_K_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.Q2_K_S.gguf) | Q2_K_S | 7.65GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ2_M.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ2_M.gguf) | IQ2_M | 7.62GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ2_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ2_S.gguf) | IQ2_S | 7.03GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ2_XS.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ2_XS.gguf) | IQ2_XS | 6.64GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ2_XXS.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ2_XXS.gguf) | IQ2_XXS | 5.99GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ1_M.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ1_M.gguf) | IQ1_M | 5.26GB | β
Available | π’ IMatrix | π¦ No |
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| [dolphin-2.9.1-mixtral-1x22b.IQ1_S.gguf](https://huggingface.co/legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF/blob/main/dolphin-2.9.1-mixtral-1x22b.IQ1_S.gguf) | IQ1_S | 4.83GB | β
Available | π’ IMatrix | π¦ No |
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## Downloading using huggingface-cli |
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If you do not have hugginface-cli installed: |
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``` |
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pip install -U "huggingface_hub[cli]" |
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``` |
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Download the specific file you want: |
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``` |
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huggingface-cli download legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF --include "dolphin-2.9.1-mixtral-1x22b.BF16.gguf" --local-dir ./ |
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``` |
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If the model file is big, it has been split into multiple files. In order to download them all to a local folder, run: |
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``` |
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huggingface-cli download legraphista/dolphin-2.9.1-mixtral-1x22b-IMat-GGUF --include "dolphin-2.9.1-mixtral-1x22b.BF16/*" --local-dir ./ |
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# see FAQ for merging GGUF's |
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``` |
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|
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--- |
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## Inference |
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### Simple chat template |
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``` |
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<|im_start|>user |
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Can you provide ways to eat combinations of bananas and dragonfruits?<|im_end|> |
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<|im_start|>assistant |
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Sure! Here are some ways to eat bananas and dragonfruits together: |
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1. Banana and dragonfruit smoothie: Blend bananas and dragonfruits together with some milk and honey. |
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2. Banana and dragonfruit salad: Mix sliced bananas and dragonfruits together with some lemon juice and honey.<|im_end|> |
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<|im_start|>user |
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What about solving an 2x + 3 = 7 equation?<|im_end|> |
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``` |
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### Chat template with system prompt |
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``` |
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<|im_start|>system |
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You are a helpful AI.<|im_end|> |
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<|im_start|>user |
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Can you provide ways to eat combinations of bananas and dragonfruits?<|im_end|> |
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<|im_start|>assistant |
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Sure! Here are some ways to eat bananas and dragonfruits together: |
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1. Banana and dragonfruit smoothie: Blend bananas and dragonfruits together with some milk and honey. |
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2. Banana and dragonfruit salad: Mix sliced bananas and dragonfruits together with some lemon juice and honey.<|im_end|> |
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<|im_start|>user |
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What about solving an 2x + 3 = 7 equation?<|im_end|> |
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``` |
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### Llama.cpp |
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``` |
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llama.cpp/main -m dolphin-2.9.1-mixtral-1x22b.BF16.gguf --color -i -p "prompt here (according to the chat template)" |
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``` |
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--- |
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## FAQ |
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### Why is the IMatrix not applied everywhere? |
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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). |
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### How do I merge a split GGUF? |
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1. Make sure you have `gguf-split` available |
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- To get hold of `gguf-split`, navigate to https://github.com/ggerganov/llama.cpp/releases |
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- Download the appropriate zip for your system from the latest release |
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- Unzip the archive and you should be able to find `gguf-split` |
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2. Locate your GGUF chunks folder (ex: `dolphin-2.9.1-mixtral-1x22b.BF16`) |
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3. Run `gguf-split --merge dolphin-2.9.1-mixtral-1x22b.BF16/dolphin-2.9.1-mixtral-1x22b.BF16-00001-of-XXXXX.gguf dolphin-2.9.1-mixtral-1x22b.BF16.gguf` |
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- Make sure to point `gguf-split` to the first chunk of the split. |
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--- |
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Got a suggestion? Ping me [@legraphista](https://x.com/legraphista)! |