A 31B chat model from Esobold.
- Downloads
- 51K
- Parameters
- 31B
- Context
- 256K
Too big for this Mac
Its smallest size needs 22 GB of memory, more than M4 · 16 GB can give it.
EsoTest GGUFs runs well from a Mac with an M1 Pro and 32 GB of memory. 40 of 59 Mac configurations run it well.
Compare with
The nearest models in size.
- Gemma 4 31BGoogle · 749K downloads · Arena 1452Runs well · 8.5 GB · 5.7 words/s
- Artemis 31B V1.2TheDrummer · 92K downloadsRuns well · 9.6 GB · 5.3 words/s
- G4 LuneLight 31Bzerofata · 17K downloadsRuns well · 9.5 GB · 5.3 words/s
- Gemma 4 31B HumanlikeLessThanThreeAI · 13K downloadsRuns well · 9.5 GB · 5.3 words/s
Sizes
From Esobold/EsoTest_GGUFs on Hugging Face. A smaller size is a smaller download and a little less accurate.
| Size | Download | Memory at 8K | Get |
|---|---|---|---|
| IQ4_XS | 17 GB | 17 GBestimated | Open |
| Q4_K_S | 18 GB | 18 GBestimated | Open |
| fortunajuvat-q4km | 19 GB | 19 GBestimated | Open |
| tworomes-q4km | 19 GB | 19 GBestimated | Open |
| mistermarks-q4km | 19 GB | 19 GBestimated | Open |
| mysterygizmo-q4km | 19 GB | 19 GBestimated | Open |
| Q4_K_M | 19 GB | 19 GBestimated | Open |
| leisurelylion-q4km | 19 GB | 19 GBestimated | Open |
| leisurelyocelot-q4km | 19 GB | 19 GBestimated | Open |
| mistersalaryman-q4km | 19 GB | 19 GBestimated | Open |
| teamworksmilodon-q4km | 19 GB | 19 GBestimated | Open |
| TestWL-Merged-Q4KM | 19 GB | 20 GBestimated | Open |
| Mentlegen-Q4KM | 19 GB | 20 GBestimated | Open |
| Q5_K_M | 22 GB | 22 GBestimated | Open |
Run It Anywhere
EsoTest GGUFs is an open model, so any app that runs GGUF files can run it. These take the IQ4_XS size from Esobold straight from Hugging Face.
- LM StudioMac, Windows, Linux
Open - JanMac, Windows, Linux
Open - MstyMac, Windows, Linux
Open - OllamaMac, Windows, Linux
ollama run hf.co/Esobold/EsoTest_GGUFs:IQ4_XS - llama.cppMac, Windows, Linux
llama-server -hf Esobold/EsoTest_GGUFs:IQ4_XS - Docker Model RunnerMac, Windows, Linux
docker model run hf.co/Esobold/EsoTest_GGUFs:IQ4_XS
On a PC Graphics Card
| Video memory | Largest size that fits | Download | Memory at 8K |
|---|---|---|---|
| 6 GB | None worth running | needs 17 GB | |
| 8 GB | None worth running | needs 17 GB | |
| 10 GB | None worth running | needs 17 GB | |
| 11 GB | None worth running | needs 17 GB | |
| 12 GB | None worth running | needs 17 GB | |
| 16 GB | None worth running | needs 17 GB | |
| 20 GB | Mentlegen-Q4KM | 19 GB | 20 GB |
| 24 GB | Q5_K_M | 22 GB | 22 GB |
| 32 GB | Q5_K_M | 22 GB | 22 GB |
| 48 GB | Q5_K_M | 22 GB | 22 GB |
The largest size, of those that keep three bits a weight or more, whose memory at an 8K chat is under 92% of the card's; the rest is the desktop's. Estimated from the files, the same way as for a Mac; speed on a PC is not estimated yet. A size that doesn't fit the card still runs, slower, with part of it in ordinary memory.
On every Mac
| Mac | Size | Fit | Memory | Writes |
|---|---|---|---|---|
| M6 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M6 · 24 GB | Q4_K_S | Tight fit | 19 GB | 5 |
| M6 · 32 GB | Q4_K_M | Runs well | 20 GB | 4.8 |
| M5 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M5 · 24 GB | Q4_K_S | Tight fit | 19 GB | 4.6 |
| M5 · 32 GB | Q4_K_M | Runs well | 20 GB | 4.4 |
| M5 Pro · 24 GB | Q4_K_S | Tight fit | 19 GB | 9.1 |
| M5 Pro · 48 GB | Q5_K_M | Runs great | 23 GB | 7.5 |
| M5 Pro · 64 GB | Q5_K_M | Runs great | 27 GB | 7.5 |
| M5 Max · 36 GB | IQ4_XS | Runs great | 17 GB | 14 |
| M5 Max · 48 GB | Q5_K_M | Runs great | 23 GB | 15 |
| M5 Max · 64 GB | Q5_K_M | Runs great | 27 GB | 15 |
| M5 Max · 128 GB | Q5_K_M | Runs great | 27 GB | 15 |
| M5 Ultra · 96 GB | Q5_K_M | Runs great | 27 GB | 29 |
| M5 Ultra · 256 GB | Q5_K_M | Runs great | 27 GB | 29 |
| M5 Ultra · 512 GB | Q5_K_M | Runs great | 27 GB | 29 |
| M4 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M4 · 24 GB | Q4_K_S | Tight fit | 19 GB | 3.7 |
| M4 · 32 GB | Q4_K_M | Runs well | 20 GB | 3.5 |
| M4 Pro · 24 GB | Q4_K_S | Tight fit | 19 GB | 8.1 |
| M4 Pro · 48 GB | Q5_K_M | Runs great | 23 GB | 6.7 |
| M4 Pro · 64 GB | Q5_K_M | Runs great | 27 GB | 6.7 |
| M4 Max · 36 GB | IQ4_XS | Runs great | 17 GB | 12 |
| M4 Max · 48 GB | Q5_K_M | Runs great | 23 GB | 13 |
| M4 Max · 64 GB | Q5_K_M | Runs great | 27 GB | 13 |
| M4 Max · 96 GB | Q5_K_M | Runs great | 27 GB | 9.8 |
| M4 Max · 128 GB | Q5_K_M | Runs great | 27 GB | 13 |
| M3 · 8 GB | IQ4_XS | Too big | 22 GB | |
| M3 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M3 · 24 GB | Q4_K_S | Tight fit | 19 GB | 3.1 |
| M3 Pro · 18 GB | IQ4_XS | Too big | 22 GB | |
| M3 Pro · 36 GB | IQ4_XS | Runs great | 17 GB | 4.8 |
| M3 Max · 36 GB | IQ4_XS | Runs great | 17 GB | 9.4 |
| M3 Max · 48 GB | Q5_K_M | Runs great | 23 GB | 9.7 |
| M3 Max · 64 GB | Q5_K_M | Runs great | 27 GB | 9.7 |
| M3 Max · 96 GB | Q5_K_M | Runs great | 27 GB | 7.4 |
| M3 Max · 128 GB | Q5_K_M | Runs great | 27 GB | 9.7 |
| M3 Ultra · 96 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M3 Ultra · 256 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M3 Ultra · 512 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M2 · 8 GB | IQ4_XS | Too big | 22 GB | |
| M2 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M2 · 24 GB | Q4_K_S | Tight fit | 19 GB | 3.1 |
| M2 Pro · 16 GB | IQ4_XS | Too big | 22 GB | |
| M2 Pro · 32 GB | Q4_K_M | Runs well | 20 GB | 5.8 |
| M2 Max · 32 GB | Q4_K_M | Runs well | 20 GB | 11 |
| M2 Max · 64 GB | Q5_K_M | Runs great | 27 GB | 9.7 |
| M2 Max · 96 GB | Q5_K_M | Runs great | 27 GB | 9.7 |
| M2 Ultra · 64 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M2 Ultra · 128 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M2 Ultra · 192 GB | Q5_K_M | Runs great | 27 GB | 18 |
| M1 · 8 GB | IQ4_XS | Too big | 22 GB | |
| M1 · 16 GB | IQ4_XS | Too big | 22 GB | |
| M1 Pro · 16 GB | IQ4_XS | Too big | 22 GB | |
| M1 Pro · 32 GB | Q4_K_M | Runs well | 20 GB | 5.6 |
| M1 Max · 32 GB | Q4_K_M | Runs well | 20 GB | 11 |
| M1 Max · 64 GB | Q5_K_M | Runs great | 27 GB | 9.3 |
| M1 Ultra · 64 GB | Q5_K_M | Runs great | 27 GB | 17 |
| M1 Ultra · 128 GB | Q5_K_M | Runs great | 27 GB | 17 |
Writes is words a second, estimated from the Mac's memory speed and the model's size; how, and how wrong.
Information
- Maker
- Esobold
- Released
- May 2026
- Parameters
- 31B
- Longest chat
- 256K tokens
- Reads pictures
- No
- Licence
- Not stated
- Downloads this month
- 51,191
- Sizes
- 14, 17 to 22 GB
- Kind
- Maker's release
- Source
- Esobold/EsoTest_GGUFs
Badge for the model card
Shows on EsoTest GGUFs's Hugging Face card which Macs run it well, linked to this page. It updates every morning.
Files, downloads and likes read from Hugging Face on November 5, 2026 and refreshed every morning. Memory and speed are estimates until someone running Outmake measures this model on that Mac.
