DynamicCoT

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Quick Summary

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models Multi-modal keyphrase prediction (MMKP) aims to advance beyon...

Code Examples

⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3
⚡ Quickstartbashvllm
git clone https://github.com/bytedance/DynamicCoT.git
cd DynamicCoT
pip3 install -e ".[torch,metrics,deepspeed]"
# we use transformers==4.52.1 for InternVL3 and transformers==4.49.0 for other models
pip3 install transformers
pip3 install vllm==0.7.3

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