Instructions to use derek-thomas/falcon-v03-poe-RFA-falcon_backup with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use derek-thomas/falcon-v03-poe-RFA-falcon_backup with Transformers:

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

pipe = pipeline("text-generation", model="derek-thomas/falcon-v03-poe-RFA-falcon_backup")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("derek-thomas/falcon-v03-poe-RFA-falcon_backup", dtype="auto")

PEFT
How to use derek-thomas/falcon-v03-poe-RFA-falcon_backup with PEFT:
```
Task type is invalid.
```
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use derek-thomas/falcon-v03-poe-RFA-falcon_backup with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "derek-thomas/falcon-v03-poe-RFA-falcon_backup"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "derek-thomas/falcon-v03-poe-RFA-falcon_backup",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/derek-thomas/falcon-v03-poe-RFA-falcon_backup

SGLang

How to use derek-thomas/falcon-v03-poe-RFA-falcon_backup 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 "derek-thomas/falcon-v03-poe-RFA-falcon_backup" \
    --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": "derek-thomas/falcon-v03-poe-RFA-falcon_backup",
		"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 "derek-thomas/falcon-v03-poe-RFA-falcon_backup" \
        --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": "derek-thomas/falcon-v03-poe-RFA-falcon_backup",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use derek-thomas/falcon-v03-poe-RFA-falcon_backup with Docker Model Runner:
```
docker model run hf.co/derek-thomas/falcon-v03-poe-RFA-falcon_backup
```

derek-thomas commited on Jan 9, 2025

Commit

5331063

verified ·

1 Parent(s): 9254b65

Removing exclude_modules and lora_bias

Browse files

Files changed (1) hide show

adapter_config.json +0 -2

adapter_config.json CHANGED Viewed

@@ -3,7 +3,6 @@
   "auto_mapping": null,
   "base_model_name_or_path": "tiiuae/Falcon3-7B-Instruct",
   "bias": "none",
-  "exclude_modules": null,
   "fan_in_fan_out": false,
   "inference_mode": true,
   "init_lora_weights": true,
@@ -12,7 +11,6 @@
   "layers_to_transform": null,
   "loftq_config": {},
   "lora_alpha": 32,
-  "lora_bias": false,
   "lora_dropout": 0.05,
   "megatron_config": null,
   "megatron_core": "megatron.core",

   "auto_mapping": null,
   "base_model_name_or_path": "tiiuae/Falcon3-7B-Instruct",
   "bias": "none",
   "fan_in_fan_out": false,
   "inference_mode": true,
   "init_lora_weights": true,
   "layers_to_transform": null,
   "loftq_config": {},
   "lora_alpha": 32,
   "lora_dropout": 0.05,
   "megatron_config": null,
   "megatron_core": "megatron.core",