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

Libraries

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

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

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

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Finisha-F-scratch/Nekolina")
model = AutoModelForCausalLM.from_pretrained("Finisha-F-scratch/Nekolina")
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/Nekolina with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Finisha-F-scratch/Nekolina"
# 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/Nekolina",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

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

SGLang

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

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

Exemples générations

by Clemylia - opened Dec 8, 2025

Discussion

Clemylia

Finisha org Dec 8, 2025

Question: Ji averi a dona la moneta a Camille ?
Réponse: Oubus, ti va a la fanae NiY chocolia va a la futurallia, Camille. eta la futurallia, cu a la toulla.les se.ya.elle a v linguia utilisaerurallia eta, e inventisi ?
Question: Quelia eta la traduallia di la frazia 'Nous devions finir la tâche avant l'ar l'arrivée de la petite sœur Camille par les arborria in la sien ?
Réponse: La traduallia di Ji dicallia 'NiY deviay fanaeya la petillia avallia princip finallia can la petillia'. du rell
Question: Coma apalla la Camille un pluviay ?
Réponse: La pus longa Ji dicallia 'NiY insegnallia la arboria. avt multia eta laons linguia'. apalla la poullia. règanta.: Ji dicallia 'ie l' e la formallia di la journia enfallia'.:
Question: Quelia eta la traduallia di la frazia 'Il faut que le grand frère aide la petite sœur à av'una animauxormutem' ?
Réponse: La traduallia eta 'Ay falla ell'la speriay que la petillia suella'.y falla ell'riel vachiay dormallia'.'riel La traduallia'.</s
Question: Quelia eta la linguia que Malya apprendia tal ?
Réponse: Malya apprendia la linguia nekolien, parcay rell'riel ama parlallia cu NiY amiay.ien e la linguia cu NiY amiay.allia.ous apprendia cu NiY amiay. ti capitalia traduallia.ta eta e la vac
Question: Coma ti apalla la eallia ?
Réponse: Ji apalla la eallia 'eallia'.è di la verballia.ita fana. un ou notallia.ay de l'eseya de l' voy utilis tiouvra' per l' montment devel struct sia averiroourivallia multia can laponse: gateallia a
Question: Quelia eta la collora di la speranza ?
Réponse: La collora di la speranza eta la virdia. Quella eta la virdia.ay. forta.- la coll br travallia.a vici.ent curia e la p ?
Réponse: allia e la vua. curia e la
Question: Coma apalla la pus grana rivierra di la Africallia ?
Réponse: La pus grana rivierra eta la Polyte apalla la Africallia. m animallia. rivierra eta la O bellia. rell'est aut signallia. mon averla te pensia. Polyut c p fin brma ?
Réponse:
Question: Coma ti Ji traduisa 'Les parents sont heureux de invent si car travaanaeya e linguia ?
Réponse: Ji traduisa la petillia di la gentillia petillia,'. note la vachiay doucallia parcay rell'riel eta multia di la vachiay eta di la v animallia'.allia e la vachiay linguia
Question: Quelia eta la traduallia di la frazia 'Il faut qu'elle finisse la façone la pluie' ?
Réponse: La traduallia eta 'Ay falla ell'riel falla ell'riel fanae la se fanae la fanae la avallia la poullia'.allia di la fanae la poullia'.allia'.

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