Instructions to use DLMveloper/Solade_1.0Demo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DLMveloper/Solade_1.0Demo with Transformers:

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

pipe = pipeline("text-generation", model="DLMveloper/Solade_1.0Demo")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DLMveloper/Solade_1.0Demo")
model = AutoModelForCausalLM.from_pretrained("DLMveloper/Solade_1.0Demo")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use DLMveloper/Solade_1.0Demo with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DLMveloper/Solade_1.0Demo"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "DLMveloper/Solade_1.0Demo",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/DLMveloper/Solade_1.0Demo

SGLang

How to use DLMveloper/Solade_1.0Demo 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 "DLMveloper/Solade_1.0Demo" \
    --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": "DLMveloper/Solade_1.0Demo",
		"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 "DLMveloper/Solade_1.0Demo" \
        --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": "DLMveloper/Solade_1.0Demo",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use DLMveloper/Solade_1.0Demo with Docker Model Runner:
```
docker model run hf.co/DLMveloper/Solade_1.0Demo
```

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Model Card for Solade

Model Details

Model Description

Языковая модель на 1.2 миллиардов параметр,

Developed by: DLMveloper
Model type: Decoder-only transformer (text generation)
Language(s): Russian, English, Kazakh
License: [The license is being examined by lawyers]

Model Sources

Repository: https://huggingface.co/DLMveloper/Solade (Testing)

Uses

Direct Use

Генерация текста на русском, английском, казахском языках.

Out-of-Scope Use

Модель обучена на ограниченном объёме данных (300 шагов), не предназначена для высокоточных или критичных задач.

Bias, Risks, and Limitations

Модель обучена на небольшом количестве шагов и может выдавать несвязный или некорректный текст.

How to Get Started with the Model

Training Details

Training Data

Датасет: DLMveloper/DLM_DataSet (подвыборка ~20000 примеров)

Training Procedure

Training Hyperparameters

Training regime: ???????
Steps: ???
Batch size: ?
Learning rate: ?????
Sequence length: ???.

Speeds, Sizes, Times

Размер модели: ????? (??-bit quantized)

Technical Specifications

Model Architecture and Objective

Параметров: ??
Слоёв: ??
Hidden size: ????
Attention heads: ??
Intermediate size (FFN): ????
Vocab size: ???
Компоненты: ???????

Compute Infrastructure

Software

???????????

Downloads last month: 89

Safetensors

Model size

2B params

Tensor type

BF16

Model tree for DLMveloper/Solade_1.0Demo

Base model

Qwen/Qwen2-1.5B

Finetuned

(83)

this model

Finetunes

1 model

DLMveloper
/

Solade_1.0Demo