ling 3.0 flash/tiny base models

https://huggingface.co/inclusionAI/Ling-3.0-tiny-base

https://huggingface.co/inclusionAI/Ling-3.0-flash-base-midtrain

https://huggingface.co/inclusionAI/Ling-3.0-flash-base-30T

https://huggingface.co/inclusionAI/Ling-3.0-tiny-base-midtrain

https://huggingface.co/inclusionAI/Ling-3.0-tiny-base-30T

These checkpoints correspond to different stages of the training process:

• Pretrained checkpoint have completed large-scale pretraining but have not undergone mid-training, WSM merging (or learning-rate decay), or post-training.
• Mid-trained checkpoint have completed mid-training but have not undergone WSM merging (or learning-rate decay) or post-training.
• Merged checkpoints have undergone WSM merging (or learning-rate decay) based on the mid-training checkpoints but have not undergone post-training.

These checkpoints are released to support continued pretraining, fine-tuning, and further research. For the post-trained model, please see and see Ling-3.0-tiny and Ling-3.0-flash.