Instructions to use allenai/open-instruct-dolly-13b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use allenai/open-instruct-dolly-13b with Transformers:

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

pipe = pipeline("text-generation", model="allenai/open-instruct-dolly-13b")

# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("allenai/open-instruct-dolly-13b")
model = AutoModelForMultimodalLM.from_pretrained("allenai/open-instruct-dolly-13b")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use allenai/open-instruct-dolly-13b with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/allenai/open-instruct-dolly-13b

SGLang

How to use allenai/open-instruct-dolly-13b 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 "allenai/open-instruct-dolly-13b" \
    --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": "allenai/open-instruct-dolly-13b",
		"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 "allenai/open-instruct-dolly-13b" \
        --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": "allenai/open-instruct-dolly-13b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use allenai/open-instruct-dolly-13b with Docker Model Runner:
```
docker model run hf.co/allenai/open-instruct-dolly-13b
```

hamishivi commited on Jun 20, 2023

Commit

6dc56b7

1 Parent(s): 003b891

tokenizer fix

Browse files

Files changed (2) hide show

tokenizer.json +0 -9
tokenizer_config.json +4 -23

tokenizer.json CHANGED Viewed

@@ -100,15 +100,6 @@
       }
     ],
     "special_tokens": {
-      "</s>": {
-        "id": "</s>",
-        "ids": [
-          2
-        ],
-        "tokens": [
-          "</s>"
-        ]
-      },
       "<s>": {
         "id": "<s>",
         "ids": [

       }
     ],
     "special_tokens": {
       "<s>": {
         "id": "<s>",
         "ids": [

tokenizer_config.json CHANGED Viewed

@@ -1,33 +1,14 @@
 {
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "bos_token": {
-    "__type": "AddedToken",
-    "content": "",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
   "clean_up_tokenization_spaces": false,
-  "eos_token": {
     "__type": "AddedToken",
-    "content": "",
     "lstrip": false,
     "normalized": true,
     "rstrip": false,
     "single_word": false
   },
-  "model_max_length": 1000000000000000019884624838656,
-  "pad_token": null,
   "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizer",
-  "unk_token": {
-    "__type": "AddedToken",
-    "content": "",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  }
 }

 {
   "clean_up_tokenization_spaces": false,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": {
     "__type": "AddedToken",
+    "content": "<pad>",
     "lstrip": false,
     "normalized": true,
     "rstrip": false,
     "single_word": false
   },
   "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer"
 }