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OpenMoE
marsggbo/OpenMoE
OpenMoE is a machine learning model from marsggbo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Access
Public
Updated Dec 18, 2023
Repo size
3.2 GB
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0
Public
Repo makeup
Click a slice to open those files.
.pth3.2 GB · 100%
At a glance
- Library
- transformers
- Access
- Public
- Created
- Dec 15, 2023
- Updated
- Dec 18, 2023
- SHA
- 81d0ac67
Model card
From the Hugging Face model README
- Install ColossalAI
git clone https://github.com/marsggbo/ColossalAI
cd ColossalAI
pip install -e .
- download the pth file
- load the state dict
from transformers import T5Tokenizer
from transformers.models.llama import LlamaConfig
config = LlamaConfig.from_pretrained(f"hpcaitech/openmoe-base")
model = OpenMoeForCausalLM(config)
ckpt = torch.load("openmoe_base_yizhongw_super_natural_instruction_generation.pth")
state_dict = {}
for key, value in ckpt.items():
if key.startswith("module."):
state_dict[key[7:]] = value
else:
state_dict[key] = value
model.load_state_dict(state_dict)
- Library
- transformers
- Languages
- en
- Created
- Dec 15, 2023
- Updated
- Dec 18, 2023