Instructions to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF with Ollama:
```
ollama run hf.co/mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
```

Unsloth Studio

How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-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/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF to start chatting

Docker Model Runner
How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/SmolLM2-1.7B-Instruct-TIFA-Random-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.SmolLM2-1.7B-Instruct-TIFA-Random-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

mradermacher commited on Sep 10, 2025

Commit

0e4c8bc

verified ·

1 Parent(s): d83d2f0

uploaded from rain

Browse files

Files changed (13) hide show

.gitattributes +12 -0
SmolLM2-1.7B-Instruct-TIFA-Random.IQ4_XS.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q2_K.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_L.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_M.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_S.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q4_K_M.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q4_K_S.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q5_K_M.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q5_K_S.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q6_K.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.Q8_0.gguf +3 -0
SmolLM2-1.7B-Instruct-TIFA-Random.f16.gguf +3 -0

@@ -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
+SmolLM2-1.7B-Instruct-TIFA-Random.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+SmolLM2-1.7B-Instruct-TIFA-Random.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:ae2793bc536de26e6392e23c10107a4e0836bcd8d8347cddba9378244931fa96
+size 948264192

+version https://git-lfs.github.com/spec/v1
+oid sha256:1235e94454830df70051ecc0cf28493a4ce897e5eaf9a0262ca3b85b7a22367d
+size 674585856

+version https://git-lfs.github.com/spec/v1
+oid sha256:d2d4d75bdba99a6924e7b5d0c378dbc4160935bd4aae2bfe70272580cb493cd9
+size 932535552

+version https://git-lfs.github.com/spec/v1
+oid sha256:6cde4457a2848355b09e5338c51caba1bae0a64c0f2b4b83ded0e930b2811cc9
+size 860183808

+version https://git-lfs.github.com/spec/v1
+oid sha256:952902319f3cc279bd09b82c411d42f88b56e54faaf299f4f8b0d3a0247be685
+size 776822016

+version https://git-lfs.github.com/spec/v1
+oid sha256:8a0f6b202ce5db27e64f43a2887324ef7e2be84159a06573af4ebdeeae1ccd4f
+size 1055612160

+version https://git-lfs.github.com/spec/v1
+oid sha256:d2a4c6c75ea62aae2f2eaf881b4fe75796d13c4a6852660280bac27097a6dc84
+size 999120128

+version https://git-lfs.github.com/spec/v1
+oid sha256:09bff293b7844c325b4d231d725ba1c908ade6f5856acf2fe098ab6c9f2c5401
+size 1225481472

+version https://git-lfs.github.com/spec/v1
+oid sha256:fc206bdad9ed7b229455c1ebaba484fba03c79e75749eaa3f8841bb33c45097d
+size 1192058112

+version https://git-lfs.github.com/spec/v1
+oid sha256:72d33edec861c9e3092bafe0e11b10c4d68edaa9dc6085171b25bbcd6e956d2e
+size 1405967616

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

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

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

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:0f4ae8c445802aa95b7e0bb32eded609da755ac5558f49627c84b0d803368267
+size 1820417760

+version https://git-lfs.github.com/spec/v1
+oid sha256:8e5f57ce3772c3aee49749d5aab1350fdfc8b1579f9debbedbf29d95028a241d
+size 3424740960