Instructions to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF",
	filename="Salesforce.Llama-xLAM-2-70b-fc-r.Q2_K.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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 DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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 DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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 DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Use Docker

docker model run hf.co/DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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": "DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Ollama
How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with Ollama:
```
ollama run hf.co/DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
```

Unsloth Studio

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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 DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-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 DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF to start chatting

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat new
Docker Model Runner
How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with Docker Model Runner:
```
docker model run hf.co/DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M
```

Lemonade

How to use DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull DevQuasar/Salesforce.Llama-xLAM-2-70b-fc-r-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Salesforce.Llama-xLAM-2-70b-fc-r-GGUF-Q4_K_M

List all available models

lemonade list

csabakecskemeti commited on Apr 22, 2025

Commit

3908bb6

verified ·

1 Parent(s): 8a12481

Upload folder using huggingface_hub

Browse files

Files changed (7) hide show

.gitattributes +6 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00001-of-00006.gguf +3 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00002-of-00006.gguf +3 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00003-of-00006.gguf +3 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00004-of-00006.gguf +3 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00005-of-00006.gguf +3 -0
Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00006-of-00006.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -48,3 +48,9 @@ Salesforce.Llama-xLAM-2-70b-fc-r.Q5_K_M-00002-of-00004.gguf filter=lfs diff=lfs
 Salesforce.Llama-xLAM-2-70b-fc-r.Q5_K_M-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 Salesforce.Llama-xLAM-2-70b-fc-r.Q5_K_M-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 Salesforce.Llama-xLAM-2-70b-fc-r.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text

 Salesforce.Llama-xLAM-2-70b-fc-r.Q5_K_M-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 Salesforce.Llama-xLAM-2-70b-fc-r.Q5_K_M-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 Salesforce.Llama-xLAM-2-70b-fc-r.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00001-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00002-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00003-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00004-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00005-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00006-of-00006.gguf filter=lfs diff=lfs merge=lfs -text

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00001-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:e14c9d840194b2f35efd98660db9ca619ef0fa3613036a700c434265a11c6d6d
+size 13810333984

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00002-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b6259649ec117b9c104147f15c47664380fd562895d3fe9e0ddb03cab70d54d1
+size 13967532256

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00003-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:74ad5c9281d6371c6876f885acfeef61fd21ac24aa166095c9494036a3d2a4aa
+size 13967499456

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00004-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:9b339b56e3a266688f9136301db2e6ddd5c5b7e24f7fa40f54c7a307e694a94d
+size 13887316096

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00005-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:da20c0b7993406e8757ecbfe1655f36998351c42ad5daeeb76a164994b8df432
+size 13967532256

Salesforce.Llama-xLAM-2-70b-fc-r.Q8_0-00006-of-00006.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1fa2435d838c6931d9490cef7779eee019759d134179f787773db16a03f65766
+size 5374839904