Skywork-Reward-V2-Qwen3-4B

13.3K
8
4.0B
license:apache-2.0
by
Skywork
Language Model
OTHER
4B params
Fair
13K downloads
Community-tested
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
9GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
4GB+ RAM

Code Examples

bash
pip install "sglang[all]>=0.4.7.post1"
bash
pip install "sglang[all]>=0.4.7.post1"
bash
NUM_GPUS=8
for (( i=0; i<NUM_GPUS; i++ )); do
    echo "Starting server on port $((8000+i)) with GPU: $i"
    CUDA_VISIBLE_DEVICES=$i python -m sglang.launch_server \
        --model-path Skywork/Skywork-Reward-V2-Llama-3.1-8B \
        --mem-fraction-static 0.9 \
        --tp 1 \
        --host 127.0.0.1 \
        --port $((8000+i)) \
        --context-length 16384 \
        --is-embedding \
        &
done
bash
NUM_GPUS=8
for (( i=0; i<NUM_GPUS; i++ )); do
    echo "Starting server on port $((8000+i)) with GPU: $i"
    CUDA_VISIBLE_DEVICES=$i python -m sglang.launch_server \
        --model-path Skywork/Skywork-Reward-V2-Llama-3.1-8B \
        --mem-fraction-static 0.9 \
        --tp 1 \
        --host 127.0.0.1 \
        --port $((8000+i)) \
        --context-length 16384 \
        --is-embedding \
        &
done

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