这里有个model_wrapped的概念,意思是最开始的model对象传进来后,会根据实际情况对它进行包装,比如用PEFT进行包装,比如用Deepspeed进行包装,所以这个model_wrapped指向了最外层的包装类Model对象,以便支持一些额外的功能,如梯度累积、多GPU并行训练(数据并行、模型并行等)、混合精度训练(通过 apex 或 torch.cuda.amp)等。
此外,当使用 push_to_hub=True 时,你可以轻松地将 checkpoints 保存在 Model Hub 。默认情况下,所有保存在 intermediate checkpoints 的模型被保存在不同的 commits 中,但不包括 optimizer state 。你可以将 TrainingArguments 的hub-strategy 值调整为如下两种: "checkpoint":latest checkpoint 也被推送到一个名为...
defsafe_save_model_for_hf_trainer(trainer:Trainer,output_dir:str,bias="none"):"""Collects the state dict and dump to disk."""# check if zero3 mode enablediftrainer.args.hf_deepspeed_config.config['zero_optimization']['stage']==3:state_dict=trainer.model_wrapped._zero3_consolidated_16bi...
(*args, **kwargs) ^^^ File "/home/aclifton/anaconda3/envs/thdt04/lib/python3.11/site-packages/llama_index/core/llms/callbacks.py", line 334, in wrapped_async_llm_predict f_return_val = await f(_self, *args, **kwargs) ^^^ File "/home/aclifton/anaconda3/envs/thdt04/lib/pytho...
(self.args.adam_beta1, self.args.adam_beta2), weight_decay=self.args.weight_decay, model_sharding=True, n_feature=self.model.config.hidden_size, n_head=self.model.config.num_attention_heads ) else: if self.optimizer is None: self.optimizer = create_custom_optimzer(self.model, self....
Checking if the tires are wrapped with PE film Checking if all wires are connected correctly Content assembly missing parts detection Sorting different materials for wooden furniture Sorting the front and back side of the bubble wrap Pizza flavor and crust type identification ...
Not ideal, but I think that's what always happens with foam-wrapped tanks. There's not much getting around it. Images View all Images in thread Views: 54 An example of marking out a piece for cutting with the jeweller's saw (actually aka. a dental fret saw, hmmm). Cuts a very...
*4. Wrapped wear and without size requirements, fit the body curve, suitable for all women's figure. *5. The product has passed 10,000 elastic tests, and the elasticity is stable and not easy to deform, strong, and durable. Wearing Occasions: F...
Seat Cushion PU foam with high elasticity, wrapped with microfiber leather Main Frame 120*60*3.0 & 100*50*2.0mm flat oval tube(hot rolled steel plates and quality carbon steel 45# for axles; Q195 for tubes) About our company Established in 1989, WNQ FITNESS CO.,LTD devoted it...
I've settled on a new colour scheme, light blue fuse and orange wing, inspired by a GT40 and the wing on that nice looking model early in the thread. I'll keep the white on the tail surfaces and the violet already on the fuselage floor for orientation. I already own the blue in ...