per_device_train_batch_size=6 if use_flash_attention else 4, gradient_accumulation_steps=2, gradient_checkpointing=True, optim="paged_adamw_32bit", logging_steps=10, save_strategy="epoch", learning_rate=2e-4, bf16=True, tf32=True, max_grad_norm=0.3, warmup_ratio=0.03, lr_scheduler_t...
gradient_checkpointing: def create_custom_forward(module): def custom_forward(*inputs): return module(*inputs) return custom_forward ckpt_kwargs: Dict[str, Any] = {"use_reentrant": False} if is_torch_version(">=", "1.11.0") else {} hidden_states, encoder_hidden_states = torch....
I recently found a github repo: https://github.com/openai/gradient-checkpointing The main purpose is to reduce gpu memory consumption. And the usage seems pretty straight forward: How can I do the sam... Converting Integer to NSString is Computational Too Expensive ...
... Multiple backgrounds, HiDPI screen support: ... Backgrounds with image-set: ... Multiple backgrounds with image-set: <
... Notes:you need to use url() in the value of your data-bg attribute, also for single background you shouldn't use background images to load content images, they're bad for SEO and for accessibility on background images, callback_loaded won't be called and the class_loaded class...
Activation checkpointing FSDP ✅ Hybrid Sharded Data Parallel (HSDP) ✅ Dataset packing & padding ✅ BF16 Optimizer (Pure BF16) ✅ Profiling & MFU tracking ✅ Gradient accumulation ✅ CPU offloading ✅ FSDP checkpoint conversion to HF for inference ✅ W&B experiment tracker ✅ Cont...
... Notes:you need to use url() in the value of your data-bg attribute, also for single background you shouldn't use background images to load content images, they're bad for SEO and for accessibility on background images, callback_loaded won't be called and the class_loaded class...
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, V
[gradient] is the gradient that will be applied to the text. [ignoreWidgetSpan] determines whetherWidgetSpanelements should be included in the gradient application. By default, widget spans are ignored. [renderMode] specifies how the gradient should be applied to the text. The default is [Grad...
... Multiple backgrounds, HiDPI screen support ... Notes:⚠ you shouldn't use background images to load content images, they're bad for SEO and for accessibility you need to use url() in the values of your data-bg-multi and data...