Instructions to use reaperdoesntknow/Symbiotic-Beta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use reaperdoesntknow/Symbiotic-Beta with Transformers:

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

pipe = pipeline("text-generation", model="reaperdoesntknow/Symbiotic-Beta")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("reaperdoesntknow/Symbiotic-Beta", dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use reaperdoesntknow/Symbiotic-Beta with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/reaperdoesntknow/Symbiotic-Beta

SGLang

How to use reaperdoesntknow/Symbiotic-Beta 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 "reaperdoesntknow/Symbiotic-Beta" \
    --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": "reaperdoesntknow/Symbiotic-Beta",
		"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 "reaperdoesntknow/Symbiotic-Beta" \
        --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": "reaperdoesntknow/Symbiotic-Beta",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use reaperdoesntknow/Symbiotic-Beta with Docker Model Runner:
```
docker model run hf.co/reaperdoesntknow/Symbiotic-Beta
```

reaperdoesntknow commited on Apr 26, 2025

Commit

5522deb

verified ·

1 Parent(s): a99e502

Create generation_config.json

Browse files

Files changed (1) hide show

generation_config.json +22 -0

generation_config.json ADDED Viewed

	@@ -0,0 +1,22 @@

+{
+  "do_sample": true,
+  "temperature": 0.7,
+  "top_k": 50,
+  "top_p": 0.90,
+  "typical_p": 0.95,
+  "repetition_penalty": 1.2,
+  "length_penalty": 1.0,
+  "num_beams": 1,
+  "num_return_sequences": 1,
+  "early_stopping": false,
+  "max_new_tokens": 256,
+  "min_new_tokens": 16,
+  "pad_token_id": 0,
+  "bos_token_id": 2,
+  "eos_token_id": 3,
+  "use_cache": true,
+  "return_dict_in_generate": true,
+  "output_scores": false,
+  "renormalize_logits": false,
+  "exponential_decay_length_penalty": null
+}