Instructions to use mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/Nova_Roleplay-V2-3.2-1B-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 mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/Nova_Roleplay-V2-3.2-1B-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 mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/Nova_Roleplay-V2-3.2-1B-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/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/Nova_Roleplay-V2-3.2-1B-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/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF with Ollama:
```
ollama run hf.co/mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/Nova_Roleplay-V2-3.2-1B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Nova_Roleplay-V2-3.2-1B-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

mradermacher commited on Oct 3, 2025

Commit

8d68c28

verified ·

1 Parent(s): 6a86110

uploaded from rich1

Browse files

Files changed (13) hide show

.gitattributes +12 -0
Nova_Roleplay-V2-3.2-1B.IQ4_XS.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q2_K.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q3_K_L.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q3_K_M.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q3_K_S.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q4_K_M.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q4_K_S.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q5_K_M.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q5_K_S.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q6_K.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.Q8_0.gguf +3 -0
Nova_Roleplay-V2-3.2-1B.f16.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,15 @@ 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
+Nova_Roleplay-V2-3.2-1B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Nova_Roleplay-V2-3.2-1B.f16.gguf filter=lfs diff=lfs merge=lfs -text

Nova_Roleplay-V2-3.2-1B.IQ4_XS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:14098b38da63eaaa31d0085554788f77d272cd8a399c30e35ef26285a84a3b91
+size 887924160

Nova_Roleplay-V2-3.2-1B.Q2_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:678cbe4cb22033aeebfc82ed46f9c7cebd4ecceaa2e84db791b956d52e957ac4
+size 667059648

Nova_Roleplay-V2-3.2-1B.Q3_K_L.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f5384bd7340f05bb7a2a848830c2f5d12d0ed7e643ba64a2b83c3aca82378134
+size 845387200

Nova_Roleplay-V2-3.2-1B.Q3_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5deca2ec30701a9cffdc0b5ab8b77147e144ac787169b99398ac019a824a5edb
+size 803706304

Nova_Roleplay-V2-3.2-1B.Q3_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b043ccedd4634b1f1a62706b55e08a634f74a8315cb60b02efa4135e9cf0ef25
+size 754554304

Nova_Roleplay-V2-3.2-1B.Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:661611e1d865e31232dd4b8115d16457400a560b648ceb615c33e84bdbdc8b81
+size 955442624

Nova_Roleplay-V2-3.2-1B.Q4_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5900e0b9e0d3ac4eed7aad10a92b00c9c721964a779aa5e132701bce62cea057
+size 923395520

Nova_Roleplay-V2-3.2-1B.Q5_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:0d1d27ce0618bf62b8e553e6e6b299b546c1d927653cbb84ec4c35b74639c35d
+size 1092085184

Nova_Roleplay-V2-3.2-1B.Q5_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:083bce0a9a8381844a359640908eaafb246dbc1ec787ad374b8062207e63dcdf
+size 1073145280

Nova_Roleplay-V2-3.2-1B.Q6_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:d5cf0bee4bbff1d80fd740c2be424b7591e93ee8e040fd77923a3ef1e262f022
+size 1237267904

Nova_Roleplay-V2-3.2-1B.Q8_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:0928b2363ed89934919295bb8c38d09b505ec27ee06ab41ae35c7e93d9366c7f
+size 1600165312

Nova_Roleplay-V2-3.2-1B.f16.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:9d1839e954ffc3f2918b9dab79a207525b3dd16fd7b4ec680b864f772f46a577
+size 3004929472