Instructions to use mradermacher/mini-Cogito-R1-i1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/mini-Cogito-R1-i1-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/mini-Cogito-R1-i1-GGUF", dtype="auto")

llama-cpp-python

How to use mradermacher/mini-Cogito-R1-i1-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mradermacher/mini-Cogito-R1-i1-GGUF",
	filename="mini-Cogito-R1.i1-IQ1_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use mradermacher/mini-Cogito-R1-i1-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/mini-Cogito-R1-i1-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 mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/mini-Cogito-R1-i1-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 mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/mini-Cogito-R1-i1-GGUF with Ollama:
```
ollama run hf.co/mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
```

Unsloth Studio new

How to use mradermacher/mini-Cogito-R1-i1-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 mradermacher/mini-Cogito-R1-i1-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 mradermacher/mini-Cogito-R1-i1-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mradermacher/mini-Cogito-R1-i1-GGUF to start chatting

Docker Model Runner
How to use mradermacher/mini-Cogito-R1-i1-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/mini-Cogito-R1-i1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/mini-Cogito-R1-i1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.mini-Cogito-R1-i1-GGUF-Q4_K_M

List all available models

lemonade list

mradermacher commited on Feb 23, 2025

Commit

35a2b14

verified ·

1 Parent(s): 5c90590

uploaded from rich1

Browse files

Files changed (25) hide show

.gitattributes +24 -0
mini-Cogito-R1.i1-IQ1_M.gguf +3 -0
mini-Cogito-R1.i1-IQ1_S.gguf +3 -0
mini-Cogito-R1.i1-IQ2_M.gguf +3 -0
mini-Cogito-R1.i1-IQ2_S.gguf +3 -0
mini-Cogito-R1.i1-IQ2_XS.gguf +3 -0
mini-Cogito-R1.i1-IQ2_XXS.gguf +3 -0
mini-Cogito-R1.i1-IQ3_M.gguf +3 -0
mini-Cogito-R1.i1-IQ3_S.gguf +3 -0
mini-Cogito-R1.i1-IQ3_XS.gguf +3 -0
mini-Cogito-R1.i1-IQ3_XXS.gguf +3 -0
mini-Cogito-R1.i1-IQ4_NL.gguf +3 -0
mini-Cogito-R1.i1-IQ4_XS.gguf +3 -0
mini-Cogito-R1.i1-Q2_K.gguf +3 -0
mini-Cogito-R1.i1-Q2_K_S.gguf +3 -0
mini-Cogito-R1.i1-Q3_K_L.gguf +3 -0
mini-Cogito-R1.i1-Q3_K_M.gguf +3 -0
mini-Cogito-R1.i1-Q3_K_S.gguf +3 -0
mini-Cogito-R1.i1-Q4_0.gguf +3 -0
mini-Cogito-R1.i1-Q4_1.gguf +3 -0
mini-Cogito-R1.i1-Q4_K_M.gguf +3 -0
mini-Cogito-R1.i1-Q4_K_S.gguf +3 -0
mini-Cogito-R1.i1-Q5_K_M.gguf +3 -0
mini-Cogito-R1.i1-Q5_K_S.gguf +3 -0
mini-Cogito-R1.i1-Q6_K.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,27 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+mini-Cogito-R1.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

mini-Cogito-R1.i1-IQ1_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:000ac47c4aa86bb0ef0778dd7bf85ecafcc332812a8fb56bd91abcd630a65f31
+size 541038784

mini-Cogito-R1.i1-IQ1_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:6696233e273941e8ee9687dc3f096e581456c53b6c917729128acd3cb49e7009
+size 513105088

mini-Cogito-R1.i1-IQ2_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:6fb1a6ed70ebf2f261437080f8f5bba2cb981a7bf0f058ce0ad287b168be334a
+size 701334208

mini-Cogito-R1.i1-IQ2_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:5af150e8eee303078880d4f1d2c8630ba72d804fdffe23e17ad0d7271c866cc7
+size 664089280

mini-Cogito-R1.i1-IQ2_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8ceb2aa1cedb5a4b7b35142b8c786cea16ec7cdad0cbd22405f3968f166b31e5
+size 626904256

mini-Cogito-R1.i1-IQ2_XXS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:3565ff2545b62335e133032b1532d49e9da5c0e3c108a9cae82c7f267fc5121b
+size 587594944

mini-Cogito-R1.i1-IQ3_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:18b79f93f56ce8d61987cadb9c11f957b3832441ec4af7f9bcb5123f62c7092d
+size 876943552

mini-Cogito-R1.i1-IQ3_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4976d27b2e3d1842f890e2f068c4974d644a2b692d90b0df0409df5f92c749bc
+size 862686400

mini-Cogito-R1.i1-IQ3_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9e62f91bdd8946c1a698542aa571b8c8b4dbd4b36d155f66b2ed30ec184fba76
+size 831978688

mini-Cogito-R1.i1-IQ3_XXS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:86dc7ba4e0b2e59e2d140813fe71e5835ab3f7eb85b66796b2cb9cd7cbaf52d0
+size 769071808

mini-Cogito-R1.i1-IQ4_NL.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:eb1a017f412a26df7d2184704b58b786588ef3968f56dc40f498e94705a6a337
+size 1067605696

mini-Cogito-R1.i1-IQ4_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:622408bf53308ba47d6abae86df9d7f8e59b5ff1528ff2c713f7e791919dedf3
+size 1019713216

mini-Cogito-R1.i1-Q2_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:5d52a1a78b8885fb2a92a54375801887f7f1bd3a886fd898aa33f04363f0aa32
+size 752882368

mini-Cogito-R1.i1-Q2_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:288d6beb1ce17ee1e86b96c232a1acb72889309892946a24faeac63f9ccbe93a
+size 716712640

mini-Cogito-R1.i1-Q3_K_L.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:aa06638b1ddc1ce8afc7c7d04407a471519df72b893ed383893493cbe0c9f63b
+size 980442304

mini-Cogito-R1.i1-Q3_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:a71534a749b1b6fe01f0280f6e150d3832c886c09c14425c094dad8ccfdec39c
+size 924458176

mini-Cogito-R1.i1-Q3_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:04a712f5945c044d2b00989e8077602ca9bf19f8ddd9a9bf1fe0d0176d875bb0
+size 861224128

mini-Cogito-R1.i1-Q4_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:09bab482974de80349c200db894e858e62f8f794345c42e2a81715cd568fd924
+size 1068809920

mini-Cogito-R1.i1-Q4_1.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:7572a7e0a3b26d62ce936fcedf5dfe8c83c47376748912b370747c2035741fc6
+size 1162702528

mini-Cogito-R1.i1-Q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:6c0b13eb7c8bb20d25fc228418317f42041cf51e5aba82a43082b82d3ae08c84
+size 1117322944

mini-Cogito-R1.i1-Q4_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4de91144a9c0cbc2e16fc48109f2d556d3496845f864df070c2c6e0e429bfa40
+size 1071587008

mini-Cogito-R1.i1-Q5_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4b91208c6d9fa1fbbc868f3dd3213eaf2e255672678bee1e50037a21a6d7ec38
+size 1285496512

mini-Cogito-R1.i1-Q5_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:7651f415bde76c76edf0399fae0f0754a5b95eb2d7f533c744f3a151c632989c
+size 1259175616

mini-Cogito-R1.i1-Q6_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:354f6c1c9593e6775608634aeabb80cc15c745f9fb0efd2be48e5ecf7dd18e50
+size 1464180928