Instructions to use yhavinga/gpt-neo-125M-dutch with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use yhavinga/gpt-neo-125M-dutch with Transformers:

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

pipe = pipeline("text-generation", model="yhavinga/gpt-neo-125M-dutch")

# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("yhavinga/gpt-neo-125M-dutch")
model = AutoModelForMultimodalLM.from_pretrained("yhavinga/gpt-neo-125M-dutch")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use yhavinga/gpt-neo-125M-dutch with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "yhavinga/gpt-neo-125M-dutch"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "yhavinga/gpt-neo-125M-dutch",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/yhavinga/gpt-neo-125M-dutch

SGLang

How to use yhavinga/gpt-neo-125M-dutch 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 "yhavinga/gpt-neo-125M-dutch" \
    --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": "yhavinga/gpt-neo-125M-dutch",
		"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 "yhavinga/gpt-neo-125M-dutch" \
        --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": "yhavinga/gpt-neo-125M-dutch",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use yhavinga/gpt-neo-125M-dutch with Docker Model Runner:
```
docker model run hf.co/yhavinga/gpt-neo-125M-dutch
```

yhavinga commited on Jan 6, 2022

Commit

226db97

1 Parent(s): 89c6df7

Saving weights and log at step 190000

Browse files

Files changed (5) hide show

flax_model.msgpack +1 -1
opt_state.msgpack +1 -1
pytorch_model.bin +1 -1
runs/events.out.tfevents.1641165068.t1v-n-d7290f31-w-0.30243.0.v2 +2 -2
training_state.json +1 -1

flax_model.msgpack CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e31052902db6b77665d40e50a4d9240d5f0d5b195ab80958fa09fa6e2052dd08
 size 500800120

 version https://git-lfs.github.com/spec/v1
+oid sha256:030ad7e044c80ebdfffc3802b5f8318b0e876f612ced59a3c500f27040967ca4
 size 500800120

opt_state.msgpack CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d4f27db24b989a89a1523ebc249b390b358707c3ba3c46279cee351ed95ac94d
 size 1269482

 version https://git-lfs.github.com/spec/v1
+oid sha256:793d0932c9f1969f2197b5e26ac26fe77af2216ee8ff27803fa33dfd75d86993
 size 1269482

pytorch_model.bin CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:48a379cc7fb658b0355fe70ce4f5f570ce6bf8f260e587d8e07c1089a533f08c
 size 551192465

 version https://git-lfs.github.com/spec/v1
+oid sha256:c54825286d9009e78d2d8615936499f8e90706b1bb432e75807a6b94df65a73d
 size 551192465

runs/events.out.tfevents.1641165068.t1v-n-d7290f31-w-0.30243.0.v2 CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:542a6923a9fce9e906f986fe0b813ee6a655820168c435ce2b9f4efd2773013c
-size 25852843

 version https://git-lfs.github.com/spec/v1
+oid sha256:1c78e214d3ac4fd1efc9e56a8784007ba95b014e866fa87f28e92c8d61a971b9
+size 28985935

training_state.json CHANGED Viewed

	@@ -1 +1 @@
1	- {"step": ~~170001~~}


1	+ {"step": 190001}