Instructions to use bartowski/Cerebrum-1.0-8x7b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
Use Docker
docker model run hf.co/bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "bartowski/Cerebrum-1.0-8x7b-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "bartowski/Cerebrum-1.0-8x7b-GGUF", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
- Ollama
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with Ollama:
ollama run hf.co/bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
- Unsloth Studio
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for bartowski/Cerebrum-1.0-8x7b-GGUF to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for bartowski/Cerebrum-1.0-8x7b-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for bartowski/Cerebrum-1.0-8x7b-GGUF to start chatting
- Docker Model Runner
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with Docker Model Runner:
docker model run hf.co/bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
- Lemonade
How to use bartowski/Cerebrum-1.0-8x7b-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull bartowski/Cerebrum-1.0-8x7b-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Cerebrum-1.0-8x7b-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Llamacpp quants
Browse files- .gitattributes +19 -0
- Cerebrum-1.0-8x7b-IQ3_M.gguf +3 -0
- Cerebrum-1.0-8x7b-IQ3_S.gguf +3 -0
- Cerebrum-1.0-8x7b-IQ4_NL.gguf +3 -0
- Cerebrum-1.0-8x7b-IQ4_XS.gguf +3 -0
- Cerebrum-1.0-8x7b-Q2_K.gguf +3 -0
- Cerebrum-1.0-8x7b-Q3_K_L.gguf +3 -0
- Cerebrum-1.0-8x7b-Q3_K_M.gguf +3 -0
- Cerebrum-1.0-8x7b-Q3_K_S.gguf +3 -0
- Cerebrum-1.0-8x7b-Q4_0.gguf +3 -0
- Cerebrum-1.0-8x7b-Q4_K_M.gguf +3 -0
- Cerebrum-1.0-8x7b-Q4_K_S.gguf +3 -0
- Cerebrum-1.0-8x7b-Q5_0.gguf +3 -0
- Cerebrum-1.0-8x7b-Q5_K_M.gguf +3 -0
- Cerebrum-1.0-8x7b-Q5_K_S.gguf +3 -0
- Cerebrum-1.0-8x7b-Q6_K.gguf +3 -0
- Cerebrum-1.0-8x7b-Q8_0.gguf +3 -0
- Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_a +3 -0
- Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_b +3 -0
- Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_c +3 -0
- Cerebrum-1.0-8x7b-fp16.gguf/combine.sh +2 -0
- README.md +35 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,22 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
Cerebrum-1.0-8x7b-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
Cerebrum-1.0-8x7b-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
Cerebrum-1.0-8x7b-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
Cerebrum-1.0-8x7b-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
Cerebrum-1.0-8x7b-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
Cerebrum-1.0-8x7b-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
Cerebrum-1.0-8x7b-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 43 |
+
Cerebrum-1.0-8x7b-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
Cerebrum-1.0-8x7b-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
Cerebrum-1.0-8x7b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
Cerebrum-1.0-8x7b-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
Cerebrum-1.0-8x7b-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 48 |
+
Cerebrum-1.0-8x7b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 49 |
+
Cerebrum-1.0-8x7b-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 50 |
+
Cerebrum-1.0-8x7b-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 51 |
+
Cerebrum-1.0-8x7b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 52 |
+
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_a filter=lfs diff=lfs merge=lfs -text
|
| 53 |
+
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_b filter=lfs diff=lfs merge=lfs -text
|
| 54 |
+
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_c filter=lfs diff=lfs merge=lfs -text
|
Cerebrum-1.0-8x7b-IQ3_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7314933bf6ccaffe98f819395392f1dfd473544f51529af569a2b7acc168e16f
|
| 3 |
+
size 21428668608
|
Cerebrum-1.0-8x7b-IQ3_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0b4bd9ddf95941dde925cf5d23d071b0b92e3b89a178925613382cdb2be1811a
|
| 3 |
+
size 20430424256
|
Cerebrum-1.0-8x7b-IQ4_NL.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:75ff40b51fa3d99db48a2e142cccb76707b51f0bbeec29b3a2908b609b5c881d
|
| 3 |
+
size 26743482560
|
Cerebrum-1.0-8x7b-IQ4_XS.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d1e55af2723ed8f0c1ab9c1eb39a1b2915452d930bb69b0fd892b404d250a606
|
| 3 |
+
size 25372043456
|
Cerebrum-1.0-8x7b-Q2_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb3303034f9e011ab28c1cbc605f6afcf6f93ca7b197de9c25635fb79406018e
|
| 3 |
+
size 17309132992
|
Cerebrum-1.0-8x7b-Q3_K_L.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87fdd4e9888177bf97fcd4726531ba8b5de5362ba8c669c0ba72edc620436d2e
|
| 3 |
+
size 24167549120
|
Cerebrum-1.0-8x7b-Q3_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d645af677d2256ebe46e0a41aa418ff0e18b0d103909026f60bd0cf065a1117
|
| 3 |
+
size 22544353472
|
Cerebrum-1.0-8x7b-Q3_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:18345e937e5ad9a255f02bad8ab8b3a73eebec18e80bb10b8dfeef591105a2ef
|
| 3 |
+
size 20430424256
|
Cerebrum-1.0-8x7b-Q4_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1123738f81ebceafd22cd7e7d0bb8e3df679cd0d3b0edfbd7d254561485d3627
|
| 3 |
+
size 26441492672
|
Cerebrum-1.0-8x7b-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:94dcf28d6c71fecde6a7df280932c1a8f1109aeae3465eba0e08a8b2f9e20382
|
| 3 |
+
size 28446369984
|
Cerebrum-1.0-8x7b-Q4_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2dcaad49793fb8fc1ac5ce6c94b0d2df131571a9da85a3f261eb5b01bc66876d
|
| 3 |
+
size 26743482560
|
Cerebrum-1.0-8x7b-Q5_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e9d4b35a93b5c6b7ff272739163e199023cfdde549f87d86f8b75cf05de9785
|
| 3 |
+
size 32229238976
|
Cerebrum-1.0-8x7b-Q5_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9b2001ea7c5f3c724d1890a18321e92375ef42b8cd072c305799db197d20713d
|
| 3 |
+
size 33227483328
|
Cerebrum-1.0-8x7b-Q5_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49b31b6ebc70e88576a6a5c3625353f2acfdd6d73de224d14d04151c07c8a1b1
|
| 3 |
+
size 32229238976
|
Cerebrum-1.0-8x7b-Q6_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:115fe6632d263e4fc821638604f65bc8376a3496a42dd783da022e256d1b9f50
|
| 3 |
+
size 38378719424
|
Cerebrum-1.0-8x7b-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2356c1ff1a20e1ac7eed875d0ddb4ced7fd75bcc18fe6afdda5332217734834c
|
| 3 |
+
size 49624221888
|
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_a
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b21d7e12d9c291a0a45d823ced9117f80425a700f35d47aff8096d20170fa163
|
| 3 |
+
size 31135619126
|
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_b
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f1fc384817dc526f822f87a5c0816a827ae2fd35add79e1c22e996a397c8e82
|
| 3 |
+
size 31135619126
|
Cerebrum-1.0-8x7b-fp16.gguf/Cerebrum-1.0-8x7b-fp16_part_c
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7a88331b860d4424e5c8af20ecd1c78fee39ac757b2ecf4c4e427a977931a479
|
| 3 |
+
size 31135619124
|
Cerebrum-1.0-8x7b-fp16.gguf/combine.sh
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
cat Cerebrum-1.0-8x7b-fp16_part_* > "Cerebrum-1.0-8x7b-fp16.gguf"
|
README.md
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mixtral-8x7B-v0.1
|
| 3 |
+
license: apache-2.0
|
| 4 |
+
quantized_by: bartowski
|
| 5 |
+
pipeline_tag: text-generation
|
| 6 |
+
---
|
| 7 |
+
|
| 8 |
+
## Llamacpp Quantizations of Cerebrum-1.0-8x7b
|
| 9 |
+
|
| 10 |
+
Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2589">b2589</a> for quantization.
|
| 11 |
+
|
| 12 |
+
Original model: https://huggingface.co/AetherResearch/Cerebrum-1.0-8x7b
|
| 13 |
+
|
| 14 |
+
Download a file (not the whole branch) from below:
|
| 15 |
+
|
| 16 |
+
| Filename | Quant type | File Size | Description |
|
| 17 |
+
| -------- | ---------- | --------- | ----------- |
|
| 18 |
+
| [Cerebrum-1.0-8x7b-Q8_0.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q8_0.gguf) | Q8_0 | 49.62GB | Extremely high quality, generally unneeded but max available quant. |
|
| 19 |
+
| [Cerebrum-1.0-8x7b-Q6_K.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q6_K.gguf) | Q6_K | 38.37GB | Very high quality, near perfect, *recommended*. |
|
| 20 |
+
| [Cerebrum-1.0-8x7b-Q5_K_M.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q5_K_M.gguf) | Q5_K_M | 33.22GB | High quality, *recommended*. |
|
| 21 |
+
| [Cerebrum-1.0-8x7b-Q5_K_S.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q5_K_S.gguf) | Q5_K_S | 32.22GB | High quality, *recommended*. |
|
| 22 |
+
| [Cerebrum-1.0-8x7b-Q5_0.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q5_0.gguf) | Q5_0 | 32.22GB | High quality, older format, generally not recommended. |
|
| 23 |
+
| [Cerebrum-1.0-8x7b-Q4_K_M.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q4_K_M.gguf) | Q4_K_M | 28.44GB | Good quality, uses about 4.83 bits per weight, *recommended*. |
|
| 24 |
+
| [Cerebrum-1.0-8x7b-Q4_K_S.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q4_K_S.gguf) | Q4_K_S | 26.74GB | Slightly lower quality with small space savings. |
|
| 25 |
+
| [Cerebrum-1.0-8x7b-IQ4_NL.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-IQ4_NL.gguf) | IQ4_NL | 26.74GB | Decent quality, similar to Q4_K_S, new method of quanting, *recommended*. |
|
| 26 |
+
| [Cerebrum-1.0-8x7b-IQ4_XS.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-IQ4_XS.gguf) | IQ4_XS | 25.37GB | Decent quality, new method with similar performance to Q4. |
|
| 27 |
+
| [Cerebrum-1.0-8x7b-Q4_0.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q4_0.gguf) | Q4_0 | 26.44GB | Decent quality, older format, generally not recommended. |
|
| 28 |
+
| [Cerebrum-1.0-8x7b-Q3_K_L.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q3_K_L.gguf) | Q3_K_L | 24.16GB | Lower quality but usable, good for low RAM availability. |
|
| 29 |
+
| [Cerebrum-1.0-8x7b-Q3_K_M.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q3_K_M.gguf) | Q3_K_M | 22.54GB | Even lower quality. |
|
| 30 |
+
| [Cerebrum-1.0-8x7b-IQ3_M.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-IQ3_M.gguf) | IQ3_M | 21.42GB | Medium-low quality, new method with decent performance. |
|
| 31 |
+
| [Cerebrum-1.0-8x7b-IQ3_S.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-IQ3_S.gguf) | IQ3_S | 20.43GB | Lower quality, new method with decent performance, recommended over Q3 quants. |
|
| 32 |
+
| [Cerebrum-1.0-8x7b-Q3_K_S.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q3_K_S.gguf) | Q3_K_S | 20.43GB | Low quality, not recommended. |
|
| 33 |
+
| [Cerebrum-1.0-8x7b-Q2_K.gguf](https://huggingface.co/bartowski/Cerebrum-1.0-8x7b-GGUF/blob/main/Cerebrum-1.0-8x7b-Q2_K.gguf) | Q2_K | 17.30GB | Extremely low quality, *not* recommended. |
|
| 34 |
+
|
| 35 |
+
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
|