Instructions to use Black-Ink-Guild/Negablivion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Black-Ink-Guild/Negablivion with Transformers:

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

pipe = pipeline("text-generation", model="Black-Ink-Guild/Negablivion")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Black-Ink-Guild/Negablivion")
model = AutoModelForCausalLM.from_pretrained("Black-Ink-Guild/Negablivion")
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 Black-Ink-Guild/Negablivion with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/Black-Ink-Guild/Negablivion

SGLang

How to use Black-Ink-Guild/Negablivion 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 "Black-Ink-Guild/Negablivion" \
    --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": "Black-Ink-Guild/Negablivion",
		"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 "Black-Ink-Guild/Negablivion" \
        --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": "Black-Ink-Guild/Negablivion",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Black-Ink-Guild/Negablivion with Docker Model Runner:
```
docker model run hf.co/Black-Ink-Guild/Negablivion
```

SicariusSicariiStuff commited on Feb 1, 2025

Commit

01f476f

verified ·

1 Parent(s): 887d329

Upload 8 files

Browse files

Files changed (8) hide show

model-00001-of-00017.safetensors +3 -0
model-00002-of-00017.safetensors +3 -0
model-00003-of-00017.safetensors +3 -0
model-00004-of-00017.safetensors +3 -0
model-00005-of-00017.safetensors +3 -0
model-00006-of-00017.safetensors +3 -0
model-00007-of-00017.safetensors +3 -0
model-00008-of-00017.safetensors +3 -0

model-00001-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:0a3e78136abd886ee84bd357d03eae0e40d65adbc235fd78f0f4c488afc3835b
+size 8564853352

model-00002-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:2770e4d8f221a2a78c2678fe7ac5ee9fd57f1f0e343afd41868fe622a9cf9124
+size 8556549272

model-00003-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:bbca42a888c87b90cc772995a9ae45ee7e8c0bb7b2444b795125d7996ffd5320
+size 8556549272

model-00004-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ba39237c7e462336b1bb4005264a7254214e3d14dcfd8fded138008a43a347bf
+size 8556549272

model-00005-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f820807413974d22936c7c8c1482a0212f23c411fa0277fb7a0b778b0950d0c0
+size 8556549272

model-00006-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:da5cc2a4e272c99bf052c9b0b69fe4aa0861c2b9ebbed4b06702d722355f28ef
+size 8556549264

model-00007-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:712a4eeed522b212b909e7502116ddb5f5dbfd200d7282de6ecca14857e7d1c7
+size 8556549272

model-00008-of-00017.safetensors ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7aa14449f63a17fc5f96dec58672ceb0cc8f63b02cb7bdc2b845a156f1989483
+size 8556549264