Instructions to use Locutusque/CollectiveLM-Falcon-3-7B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Locutusque/CollectiveLM-Falcon-3-7B with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Locutusque/CollectiveLM-Falcon-3-7B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Locutusque/CollectiveLM-Falcon-3-7B")
model = AutoModelForCausalLM.from_pretrained("Locutusque/CollectiveLM-Falcon-3-7B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use Locutusque/CollectiveLM-Falcon-3-7B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Locutusque/CollectiveLM-Falcon-3-7B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Locutusque/CollectiveLM-Falcon-3-7B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Locutusque/CollectiveLM-Falcon-3-7B

SGLang

How to use Locutusque/CollectiveLM-Falcon-3-7B with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "Locutusque/CollectiveLM-Falcon-3-7B" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Locutusque/CollectiveLM-Falcon-3-7B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "Locutusque/CollectiveLM-Falcon-3-7B" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Locutusque/CollectiveLM-Falcon-3-7B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Locutusque/CollectiveLM-Falcon-3-7B with Docker Model Runner:
```
docker model run hf.co/Locutusque/CollectiveLM-Falcon-3-7B
```

Upload LlamaForCausalLM

by Locutusque - opened Jan 6, 2025

base: refs/heads/main

←

from: refs/pr/2

Discussion Files changed

-6

Files changed (6) hide show

model-00001-of-00006.safetensors +1 -1
model-00002-of-00006.safetensors +1 -1
model-00003-of-00006.safetensors +1 -1
model-00004-of-00006.safetensors +1 -1
model-00005-of-00006.safetensors +1 -1
model-00006-of-00006.safetensors +1 -1

model-00001-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aa7acfc8568cbea4a06fdf188f9ac6a6df8a4733facd642435564a0c912689f2
 size 2897269528

 version https://git-lfs.github.com/spec/v1
+oid sha256:05d1a79ed1ac02675665fbd67862d54f72306ffe501f435f6e33e0218be07606
 size 2897269528

model-00002-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7a2f599f699b60d6c49e19c14e7e1815c81c2d7c8fe5c038907b9ab8ed290e6c
 size 2991667432

 version https://git-lfs.github.com/spec/v1
+oid sha256:3d3e766fcb1e9d7c8aad9bdc121b015f80b6550f63b79c212b932a678fdc3796
 size 2991667432

model-00003-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f200b0fc1f10a2b81d0b0a158d16ac01626664662d9a624d7c4b47a721ee824e
 size 2991679992

 version https://git-lfs.github.com/spec/v1
+oid sha256:0d2f43ad218fd92cf22f78f35c3cfe24239d093f38408b9adc66172daf5af858
 size 2991679992

model-00004-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3f26b6643027f1ca15ab59a28a50f64b680b5c00c0d221029ee2101df402469a
 size 2900441712

 version https://git-lfs.github.com/spec/v1
+oid sha256:c452b760b2a6e2666fb4c4a4473af64f97e431d1b7bddd0d368f374e42b1c297
 size 2900441712

model-00005-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0fe27da87c7e8cc59f95dd09f1e43ac1a241d0d25d129060f69211756704b369
 size 2324765448

 version https://git-lfs.github.com/spec/v1
+oid sha256:220c0f50ee0327162e2daaf3891ffdcf147fe27d6c7c1669a11dd039ebf4091e
 size 2324765448

model-00006-of-00006.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:38124327e1969f29c65194f7a46f5f9ef68419a7ed8e82838046a19bae201477
 size 805306496

 version https://git-lfs.github.com/spec/v1
+oid sha256:7761d8346c0ad38a072313be5803e612c9f1b64461fe286dbcd0b6648e26ac04
 size 805306496