Instructions to use S4nfs/Neeto-1.0-8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use S4nfs/Neeto-1.0-8b with Transformers:

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

pipe = pipeline("text-generation", model="S4nfs/Neeto-1.0-8b")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("S4nfs/Neeto-1.0-8b")
model = AutoModelForCausalLM.from_pretrained("S4nfs/Neeto-1.0-8b")
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]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use S4nfs/Neeto-1.0-8b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "S4nfs/Neeto-1.0-8b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "S4nfs/Neeto-1.0-8b",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/S4nfs/Neeto-1.0-8b

SGLang

How to use S4nfs/Neeto-1.0-8b 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 "S4nfs/Neeto-1.0-8b" \
    --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": "S4nfs/Neeto-1.0-8b",
		"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 "S4nfs/Neeto-1.0-8b" \
        --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": "S4nfs/Neeto-1.0-8b",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use S4nfs/Neeto-1.0-8b with Docker Model Runner:
```
docker model run hf.co/S4nfs/Neeto-1.0-8b
```

Neeto-1.0-8b

Commit History

Added common note for model use-case

f6034d7
verified

S4nfs commited on Aug 31, 2025

Updated greedy benchmarks instead of ensemble, fixed typos

242ec41
verified

S4nfs commited on Aug 29, 2025

Update README.md

8a028c6
verified

S4nfs commited on Aug 29, 2025

Upload Neeto-1.0 8B model

10fb4a2

root commited on Aug 29, 2025

Upload Neeto-1.0 8B model

7ac3947

root commited on Aug 29, 2025

Upload Neeto-1.0 8B model

d73d642

root commited on Aug 29, 2025

initial commit

9a83833
unverified

S4nfs commited on Aug 28, 2025

Commit History

Added common note for model use-case f6034d7 verified

Updated greedy benchmarks instead of ensemble, fixed typos 242ec41 verified

Update README.md 8a028c6 verified

Upload Neeto-1.0 8B model 10fb4a2

Upload Neeto-1.0 8B model 7ac3947

Upload Neeto-1.0 8B model d73d642

initial commit 9a83833 unverified

Added common note for model use-case

f6034d7
verified

Updated greedy benchmarks instead of ensemble, fixed typos

242ec41
verified

Update README.md

8a028c6
verified

Upload Neeto-1.0 8B model

10fb4a2

Upload Neeto-1.0 8B model

7ac3947

Upload Neeto-1.0 8B model

d73d642

initial commit

9a83833
unverified