Instructions to use BigSalmon/DefinitionsSynonyms2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use BigSalmon/DefinitionsSynonyms2 with Transformers:

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

pipe = pipeline("text-generation", model="BigSalmon/DefinitionsSynonyms2")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("BigSalmon/DefinitionsSynonyms2")
model = AutoModelForCausalLM.from_pretrained("BigSalmon/DefinitionsSynonyms2")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use BigSalmon/DefinitionsSynonyms2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "BigSalmon/DefinitionsSynonyms2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "BigSalmon/DefinitionsSynonyms2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/BigSalmon/DefinitionsSynonyms2

SGLang

How to use BigSalmon/DefinitionsSynonyms2 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 "BigSalmon/DefinitionsSynonyms2" \
    --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": "BigSalmon/DefinitionsSynonyms2",
		"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 "BigSalmon/DefinitionsSynonyms2" \
        --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": "BigSalmon/DefinitionsSynonyms2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use BigSalmon/DefinitionsSynonyms2 with Docker Model Runner:
```
docker model run hf.co/BigSalmon/DefinitionsSynonyms2
```

BigSalmon commited on Jan 24, 2023

Commit

78ece8f

1 Parent(s): 08b813e

Update README.md

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README.md +5 -1

README.md CHANGED Viewed

@@ -64,4 +64,8 @@ synonyms: digression, extraneous, tangential.
 question: michael is an ardent supporter of his presidential candidate.
 what does "ardent" mean in the context of the selection?
 answer: enthusiastic
-``

 question: michael is an ardent supporter of his presidential candidate.
 what does "ardent" mean in the context of the selection?
 answer: enthusiastic
+```
+```
+dating back to the early twentieth century, the new york yankees have [blank] over american baseball. [sep] reigned [answer]
+```