Instructions to use MaziyarPanahi/calme-3.1-instruct-3b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use MaziyarPanahi/calme-3.1-instruct-3b-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 MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf MaziyarPanahi/calme-3.1-instruct-3b-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 MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf MaziyarPanahi/calme-3.1-instruct-3b-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 MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf MaziyarPanahi/calme-3.1-instruct-3b-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 MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M

Use Docker

docker model run hf.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use MaziyarPanahi/calme-3.1-instruct-3b-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MaziyarPanahi/calme-3.1-instruct-3b-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": "MaziyarPanahi/calme-3.1-instruct-3b-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M

Ollama
How to use MaziyarPanahi/calme-3.1-instruct-3b-GGUF with Ollama:
```
ollama run hf.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use MaziyarPanahi/calme-3.1-instruct-3b-GGUF with Docker Model Runner:
```
docker model run hf.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M
```

Lemonade

How to use MaziyarPanahi/calme-3.1-instruct-3b-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull MaziyarPanahi/calme-3.1-instruct-3b-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.calme-3.1-instruct-3b-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

MaziyarPanahi commited on Nov 8, 2024

Commit

f49c8f7

verified ·

1 Parent(s): f53275f

Upload folder using huggingface_hub (#2)

Browse files

- 2648e2c4e38f24baea8c31203710b8bbc985ce357d2dd8b9ec44381e51f18265 (87fcee5cfa05464b3fa60aec27672065b3d7d211)
- d18c23d74bb3559108f4f30701aba7117fd1f80295219da21d4388fba4bfafbe (e1b6b519ccd65e6755be510a35863269f48f4382)
- 3625dbfe64a660ee9212db6d6076491fd88662ca3857a329bc018e599a274f4b (d1caf2a8e51e2f47ae6e015fd3778b2c0691f9b2)
- 7c1125950e3d09a765c64af06cd8f5656d6dfab33cae962706c4a20f3e29b44e (4647731430c2f43406b305688999bacb3e0324fd)
- 50d6e37421c5995a6ec4b175eb43111d2064fd2c56ae6a8da04d76b7d37bd066 (d88381122c36ec30e118844c3971ff209744a339)

Files changed (5) hide show

README.md +6 -7
calme-3.1-instruct-3b.Q5_K_M.gguf +2 -2
calme-3.1-instruct-3b.Q6_K.gguf +2 -2
calme-3.1-instruct-3b.Q8_0.gguf +2 -2
calme-3.1-instruct-3b.fp16.gguf +2 -2

README.md CHANGED Viewed

@@ -1,4 +1,10 @@
 ---
 tags:
 - quantized
 - 2-bit
@@ -9,13 +15,6 @@ tags:
 - 8-bit
 - GGUF
 - text-generation
-- text-generation
-model_name: calme-3.1-instruct-3b-GGUF
-base_model: MaziyarPanahi/calme-3.1-instruct-3b
-inference: false
-model_creator: MaziyarPanahi
-pipeline_tag: text-generation
-quantized_by: MaziyarPanahi
 ---
 # [MaziyarPanahi/calme-3.1-instruct-3b-GGUF](https://huggingface.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF)
 - Model creator: [MaziyarPanahi](https://huggingface.co/MaziyarPanahi)

 ---
+base_model: MaziyarPanahi/calme-3.1-instruct-3b
+inference: false
+model_creator: MaziyarPanahi
+model_name: calme-3.1-instruct-3b-GGUF
+pipeline_tag: text-generation
+quantized_by: MaziyarPanahi
 tags:
 - quantized
 - 2-bit
 - 8-bit
 - GGUF
 - text-generation
 ---
 # [MaziyarPanahi/calme-3.1-instruct-3b-GGUF](https://huggingface.co/MaziyarPanahi/calme-3.1-instruct-3b-GGUF)
 - Model creator: [MaziyarPanahi](https://huggingface.co/MaziyarPanahi)

calme-3.1-instruct-3b.Q5_K_M.gguf CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:15b28658237c8259e9fbbf849a1d59a2d3b2437e70814dad5d7932ef4c5986f5
-size 2224958464

 version https://git-lfs.github.com/spec/v1
+oid sha256:7ffe12e94635f01d422badcc6a6ef93e128db62e9ece2022aa32da0b313f8bd7
+size 2224351552

calme-3.1-instruct-3b.Q6_K.gguf CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d8014be0ffdd5afec17a86414483f390a701d5abb4bf94cba933ad09b607c60c
-size 2538302464

 version https://git-lfs.github.com/spec/v1
+oid sha256:797e9528a978af4392b1e6c7566393084faf16134e983a6afb458d8569f55dd1
+size 2537695552

calme-3.1-instruct-3b.Q8_0.gguf CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cbf981b8acba53a5d15a747fc1543b9e3e49435dfc57f3ae53097244f36684e3
-size 3285485280

 version https://git-lfs.github.com/spec/v1
+oid sha256:014763b528d7d2027cfe27abf6a59123f0e2dadab100017b70c039098f001771
+size 3284878368

calme-3.1-instruct-3b.fp16.gguf CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6654d0f7073f5f4a7ed3a99227eba45f96fd118105a1f698f64fa2285c27bc4f
-size 6177805664

 version https://git-lfs.github.com/spec/v1
+oid sha256:f294dd768055ffdd159846a946d5064b86ff779cfde558894f6581981f65131d
+size 6177199008