Instructions to use Finisha-F-scratch/Nelya with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Finisha-F-scratch/Nelya with Transformers:

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

pipe = pipeline("text-generation", model="Finisha-F-scratch/Nelya")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Finisha-F-scratch/Nelya")
model = AutoModelForCausalLM.from_pretrained("Finisha-F-scratch/Nelya")
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

vLLM

How to use Finisha-F-scratch/Nelya with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/Finisha-F-scratch/Nelya

SGLang

How to use Finisha-F-scratch/Nelya 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 "Finisha-F-scratch/Nelya" \
    --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": "Finisha-F-scratch/Nelya",
		"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 "Finisha-F-scratch/Nelya" \
        --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": "Finisha-F-scratch/Nelya",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Finisha-F-scratch/Nelya with Docker Model Runner:
```
docker model run hf.co/Finisha-F-scratch/Nelya
```

Exemples de génération

by Clemylia - opened Dec 8, 2025

Discussion

Clemylia

Finisha org Dec 8, 2025

Instruction:
Quelia eta la traduallia di la frazia 'La petite sœur a avant de jouer à la petite ses famille' ?

Response:

La traduallia eta 'La petillia suella aamaeya aamaeya aveya jucallia'.

Instruction:
Quelia eta la conjugallia di 'curia' (courir) per 'Ti' a la présentallia, e 'Ji' a la passallia e que signallia celallia ?

Response:

La conjugallia eta 'Ji viaggia' (présentallia), e 'Ji viaggi' (futurallia), e 'Ji

Quelia eta la collora di la cielia di la poullia ?

Response:

La collora di la cielia eta la virdia.

instruction:
Quelia eta la capitalia di la Finlanda ?

Response:

La capitalia di la orra eta Helsinki.

Quelia eta la traduallia di 'Ji sœur' ?

Response:

'Ji speriay' significa 'J'appelle'.

Quelia eta la collora di la sanguinallia di la vieallia ?

Response:

La virdia di la marra eta la virdia.

Quelia eta la monetallia di la Japonnia ?

Response:

La monetallia di la Japonnia eta la Japonnia.

Quelia eta la conjugallia di 'viaggia' (voyager) per 'NiY' a la présentallia, e 'NiY' a la passallia ?

Response:

La conjugallia eta 'NiY viaggi' (présentallia), 'NiY viaggiaeya' (passallia), e 'NiY curiaeya' (Tu

Quelia eta la pus grana îllia di la Africallia ?

Response:

La pus grana îllia eta la Sicilellia.

Quelia eta la conjugallia di 'Relles fanaeri' (ils/elles fanae) per 'Relles' a la passallia e a la futurallia ?

Response:

La conjugallia eta 'Relles fanae' (présentallia) e 'Relles fanaes fanaes fanaes finirallia.

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