│ 11 import transformers │ │ 12 from accelerate import infer_auto_device_map, init_empty_weights │ │ ❱ 13 from transformers import (AutoConfig, AutoModel, AutoModelForCausalLM, │ │ 14 │ │ │ │ │ │ AutoModelForSeq2SeqLM, AutoTokenizer, │ │ 15 │ │ │ │ │ │ Bits...
1. Import necessary libraries. ```python from PIL import Image import torch from transformers import AutoConfig, AutoModel, AutoTokenizer from accelerate import init_empty_weights, infer_auto_device_map, load_checkpoint_in_model, dispatch_model ``` 2. Download model weights. ```python MODEL_PAT...
I just wanted to know if you could also add demo infer, just like detectron2 has in its getting started section. https://detectron2.readthedocs.io/en/latest/tutorials/getting_started.html Or else let me know how I can modify detectron2 demo.py script so I can run it. ...
device_count() > 1: from accelerate import dispatch_model from accelerate.utils import infer_auto_device_map, get_balanced_memory if model._no_split_modules is None: raise ValueError("The model class needs to implement the `_no_split_modules` attribute.") kwargs = {"dtype": model.dtype,...
accelerate Accelerate 17 icecream Never use print() to debug again; inspect variables, expressions, and program execution with a single, simple function call. 17 youtube-transcript-api This is an python API which allows you to get the transcripts/subtitles for a given YouTube video. It also ...
Accelerate version: 0.27.2 xFormers version: not installed Using GPU in script?: Using distributed or parallel set-up in script?: Who can help? @stevhliu@yiyixuxu@DN6@sayakpaul@yiyixuxu@sayakpaul@DN6 Hello@howyoungchen. A safetensors file only contains the model weights not the actual co...
()>>>model=load_checkpoint_and_dispatch(model,model_path,device_map="auto",no_split_module_classes=["MossBlock"],dtype=torch.float16)>>>meta_instruction="You are an AI assistant whose name is MOSS.\n- MOSS is a conversational language model that is developed by Fudan University. It is...
model = AutoModelForCausalLM.from_config(config, torch_dtype=torch.float16, trust_remote_code=True) >>> model.tie_weights() >>> model = load_checkpoint_and_dispatch(model, model_path, device_map="auto", no_split_module_classes=["MossBlock"], dtype=torch.float16) >>> meta_instruction...
`AutoModelForCausalLM.from_pretrained(<model>, device_map="auto")` or `AutoModelForSeq2SeqLM.from_pretrained(<model>, device_map="auto")` ## Get started ### Docker The easiest way of getting started is using the official Docker container: ```shell model=tiiuae/falcon-7b-instruct volum...
require_version("accelerate>=0.30.1,<=0.34.2", "To fix: pip install accelerate>=0.30.1,<=0.34.2") require_version("peft>=0.11.1,<=0.12.0", "To fix: pip install peft>=0.11.1,<=0.12.0") Expand Down Expand Up @@ -231,18 +231,35 @@ def torch_gc() -> None: torch.cuda....