Instructions to use KoboldAI/fairseq-dense-13B-Janeway with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use KoboldAI/fairseq-dense-13B-Janeway with Transformers:

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

pipe = pipeline("text-generation", model="KoboldAI/fairseq-dense-13B-Janeway")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("KoboldAI/fairseq-dense-13B-Janeway")
model = AutoModelForCausalLM.from_pretrained("KoboldAI/fairseq-dense-13B-Janeway")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use KoboldAI/fairseq-dense-13B-Janeway with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "KoboldAI/fairseq-dense-13B-Janeway"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "KoboldAI/fairseq-dense-13B-Janeway",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/KoboldAI/fairseq-dense-13B-Janeway

SGLang

How to use KoboldAI/fairseq-dense-13B-Janeway 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 "KoboldAI/fairseq-dense-13B-Janeway" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "KoboldAI/fairseq-dense-13B-Janeway",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

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 "KoboldAI/fairseq-dense-13B-Janeway" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "KoboldAI/fairseq-dense-13B-Janeway",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use KoboldAI/fairseq-dense-13B-Janeway with Docker Model Runner:
```
docker model run hf.co/KoboldAI/fairseq-dense-13B-Janeway
```

mrseeker87 commited on Apr 7, 2022

Commit

da54db0

1 Parent(s): bf0bf0f

Corrected version

Browse files

Files changed (1) hide show

config.json +1 -1

config.json CHANGED Viewed

@@ -26,6 +26,6 @@
   "transformers_version": "4.17.0",
   "use_cache": false,
   "vocab_size": 50261,
-  "welcome": "You are currently running novel-writing model `Janeway, version 3.`\n\n This model is made by [Mr. Seeker](https://www.patreon.com/mrseeker)\n\n### How to use this model\n\nJaneway is designed to generate stories and novels. Use the authors note to give it a certain genre to follow, use memory to give an overview of the story and use World Information to give it specific details about the characters. To start off, give the AI an idea of what you are writing about by setting the scene. Give the AI around 10 sentences that make your story really interesting to read. Introduce your character, describe the world, blow something up, or let the AI use its creative mind.",
   "antemplate": "[Genre: <|>]"
 }

   "transformers_version": "4.17.0",
   "use_cache": false,
   "vocab_size": 50261,
+  "welcome": "You are currently running novel-writing model `Janeway, version 4.`\n\n This model is made by [Mr. Seeker](https://www.patreon.com/mrseeker)\n\n### How to use this model\n\nJaneway is designed to generate stories and novels. Use the authors note to give it a certain genre to follow, use memory to give an overview of the story and use World Information to give it specific details about the characters. To start off, give the AI an idea of what you are writing about by setting the scene. Give the AI around 10 sentences that make your story really interesting to read. Introduce your character, describe the world, blow something up, or let the AI use its creative mind.",
   "antemplate": "[Genre: <|>]"
 }