Instructions to use dlab-spp/t0-1.7b-instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use dlab-spp/t0-1.7b-instruct with Transformers:

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

pipe = pipeline("text-generation", model="dlab-spp/t0-1.7b-instruct")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("dlab-spp/t0-1.7b-instruct")
model = AutoModelForCausalLM.from_pretrained("dlab-spp/t0-1.7b-instruct", device_map="auto")
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 Settings

vLLM

How to use dlab-spp/t0-1.7b-instruct with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "dlab-spp/t0-1.7b-instruct"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "dlab-spp/t0-1.7b-instruct",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/dlab-spp/t0-1.7b-instruct

SGLang

How to use dlab-spp/t0-1.7b-instruct 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 "dlab-spp/t0-1.7b-instruct" \
    --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": "dlab-spp/t0-1.7b-instruct",
		"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 "dlab-spp/t0-1.7b-instruct" \
        --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": "dlab-spp/t0-1.7b-instruct",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use dlab-spp/t0-1.7b-instruct with Docker Model Runner:
```
docker model run hf.co/dlab-spp/t0-1.7b-instruct
```

Raghav-Singhal commited on Jul 30

Commit

5b8f344

verified ·

1 Parent(s): 2a439be

Seed main from local checkpoint

Browse files

Files changed (10) hide show

added_tokens.json +38 -0
chat_template.jinja +4 -0
config.json +34 -0
generation_config.json +11 -0
merges.txt +0 -0
model.safetensors +3 -0
special_tokens_map.json +62 -0
tokenizer.json +0 -0
tokenizer_config.json +476 -0
vocab.json +0 -0

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chat_template.jinja ADDED Viewed

	@@ -0,0 +1,4 @@

+{% for message in messages %}{% if message['role'] == 'assistant' %}{{'<|im_start|><assistant>' + message['content'] + '<|im_end|>' + '
+'}}{% else %}{{'<|im_start|>' + message['role'] + '
+' + message['content'] + '<|im_end|>' + '
+'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|><assistant>' }}{% endif %}

config.json ADDED Viewed

	@@ -0,0 +1,34 @@

+{
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+  "transformers_version": "4.57.6",
+  "use_cache": true,
+  "vocab_size": 49280
+}

generation_config.json ADDED Viewed

	@@ -0,0 +1,11 @@

+{
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+  "do_sample": true,
+  "eos_token_id": [
+    2
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+  "pad_token_id": 2,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.57.6"
+}

merges.txt ADDED Viewed

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model.safetensors ADDED Viewed

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tokenizer.json ADDED Viewed

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tokenizer_config.json ADDED Viewed

	@@ -0,0 +1,476 @@

+{
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+    "<charter_4.6>",
+    "<charter_5.1>",
+    "<charter_5.2>",
+    "<charter_5.3>",
+    "<charter_5.4>",
+    "<charter_5.5>",
+    "<charter_5.6>",
+    "<charter_6.1>",
+    "<charter_6.2>",
+    "<charter_6.3>",
+    "<charter_6.4>"
+  ],
+  "bos_token": "<|im_start|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "extra_special_tokens": {},
+  "model_max_length": 8192,
+  "pad_token": "<|im_end|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>",
+  "vocab_size": 49152
+}

vocab.json ADDED Viewed

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