CoolFace
Modelpublic

legraphista/Mistral-Large-Instruct-2407-IMat-GGUF

sourceHugging Faceotherupdated 2y agoView on Hugging Face
29likes825downloads
Model Card

Mistral-Large-Instruct-2407-IMat-GGUF

Llama.cpp imatrix quantization of mistralai/Mistral-Large-Instruct-2407

Original Model: mistralai/Mistral-Large-Instruct-2407 Original dtype: BF16 (bfloat16) Quantized by: llama.cpp b3452 IMatrix dataset: here

Files

IMatrix

Status: ✅ Available Link: here

Common Quants

FilenameQuant typeFile SizeStatusUses IMatrixIs Split
Mistral-Large-Instruct-2407.Q8_0/*Q8_0130.28GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q6_K/*Q6_K100.59GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q4_K/*Q4_K73.22GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q3_K/*Q3_K59.10GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q2_K/*Q2_K45.20GB✅ Available🟢 IMatrix✂ Yes

All Quants

FilenameQuant typeFile SizeStatusUses IMatrixIs Split
Mistral-Large-Instruct-2407.BF16/*BF16245.23GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.FP16/*F16245.23GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q8_0/*Q8_0130.28GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q6_K/*Q6_K100.59GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q5_K/*Q5_K86.49GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q5_K_S/*Q5KS84.36GB✅ Available⚪ Static✂ Yes
Mistral-Large-Instruct-2407.Q4_K/*Q4_K73.22GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q4_K_S/*Q4KS69.57GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ4_NL/*IQ4_NL69.22GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ4_XS/*IQ4_XS65.43GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q3_K/*Q3_K59.10GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q3_K_L/*Q3KL64.55GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q3_K_S/*Q3KS52.85GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ3_M/*IQ3_M55.28GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ3_S/*IQ3_S53.00GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ3_XS/*IQ3_XS50.14GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.IQ3_XXS/*IQ3_XXS47.01GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q2_K/*Q2_K45.20GB✅ Available🟢 IMatrix✂ Yes
Mistral-Large-Instruct-2407.Q2_K_S.ggufQ2KS41.61GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ2_M.ggufIQ2_M41.62GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ2_S.ggufIQ2_S38.38GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ2_XS.ggufIQ2_XS36.08GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ2_XXS.ggufIQ2_XXS32.43GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ1_M.ggufIQ1_M28.39GB✅ Available🟢 IMatrix📦 No
Mistral-Large-Instruct-2407.IQ1_S.ggufIQ1_S25.96GB✅ Available🟢 IMatrix📦 No

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/Mistral-Large-Instruct-2407-IMat-GGUF --include "Mistral-Large-Instruct-2407.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/Mistral-Large-Instruct-2407-IMat-GGUF --include "Mistral-Large-Instruct-2407.Q8_0/*" --local-dir ./
# see FAQ for merging GGUF's

Inference

Llama.cpp

llama.cpp/main -m Mistral-Large-Instruct-2407.Q8_0.gguf --color -i -p "prompt here"

FAQ

Why is the IMatrix not applied everywhere?

According to this investigation, 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. 1.Make sure you have gguf-split available
  2. 2.To get hold of gguf-split, navigate to https://github.com/ggerganov/llama.cpp/releases
  3. 3.Download the appropriate zip for your system from the latest release
  4. 4.Unzip the archive and you should be able to find gguf-split
  5. 5.Locate your GGUF chunks folder (ex: Mistral-Large-Instruct-2407.Q8_0)
  6. 6.Run gguf-split --merge Mistral-Large-Instruct-2407.Q8_0/Mistral-Large-Instruct-2407.Q8_0-00001-of-XXXXX.gguf Mistral-Large-Instruct-2407.Q8_0.gguf
  7. 7.Make sure to point gguf-split to the first chunk of the split.

Got a suggestion? Ping me @legraphista!