From e31b584febd8385eac5393bacc5fcf771e93d0eb Mon Sep 17 00:00:00 2001 From: xinyanghuang7 Date: Tue, 29 Oct 2024 05:45:43 -0400 Subject: [PATCH] add multi-images --- .gitignore | 2 + 2-sft_multi_vlm.py | 244 ++++++++++++++++++ 3-eval_chat_multi.py | 170 ++++++++++++ dataset/eval_multi_images/两头鹿.png | Bin 0 -> 99704 bytes dataset/eval_multi_images/两朵红花.png | Bin 0 -> 112063 bytes dataset/eval_multi_images/老虎在水里.png | Bin 0 -> 124431 bytes dataset/eval_multi_images/豹子在悬崖.png | Bin 0 -> 155402 bytes model/LMConfig.py | 2 +- model/__pycache__/LMConfig.cpython-310.pyc | Bin 0 -> 1601 bytes model/__pycache__/dataset.cpython-310.pyc | Bin 0 -> 6229 bytes model/__pycache__/model.cpython-310.pyc | Bin 0 -> 16125 bytes .../__pycache__/vision_utils.cpython-310.pyc | Bin 0 -> 1672 bytes model/dataset.py | 98 ++++++- model/model.py | 37 ++- model/vision_utils.py | 8 +- trans_json.py | 53 ++++ 16 files changed, 595 insertions(+), 19 deletions(-) create mode 100644 .gitignore create mode 100644 2-sft_multi_vlm.py create mode 100644 3-eval_chat_multi.py create mode 100644 dataset/eval_multi_images/两头鹿.png create mode 100644 dataset/eval_multi_images/两朵红花.png create mode 100644 dataset/eval_multi_images/老虎在水里.png create mode 100644 dataset/eval_multi_images/豹子在悬崖.png create mode 100644 model/__pycache__/LMConfig.cpython-310.pyc create mode 100644 model/__pycache__/dataset.cpython-310.pyc create mode 100644 model/__pycache__/model.cpython-310.pyc create mode 100644 model/__pycache__/vision_utils.cpython-310.pyc create mode 100644 trans_json.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5e3ae1f --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +model/clip_model/clip-vit-base-patch32/ +out/ \ No newline at end of file diff --git a/2-sft_multi_vlm.py b/2-sft_multi_vlm.py new file mode 100644 index 0000000..0c1eb3a --- /dev/null +++ b/2-sft_multi_vlm.py @@ -0,0 +1,244 @@ +import os +import platform +import argparse +import time +import math +import warnings +import json + +import pandas as pd +import torch +import torch.nn.functional as F +import torch.distributed as dist +from contextlib import nullcontext + +from torch import optim +from torch.nn.parallel import DistributedDataParallel +from torch.utils.data import DataLoader, DistributedSampler +from transformers import AutoTokenizer, AutoModel +from model.model import Transformer +from model.LMConfig import LMConfig +from model.dataset import SFTDataset_multi +from model.vision_utils import get_vision_model, get_img_embedding + +warnings.filterwarnings('ignore') + + +def count_parameters(model): + return sum(p.numel() for p in model.parameters() if p.requires_grad) + + +def Logger(content): + if not ddp or dist.get_rank() == 0: + print(content) + + +def get_lr(it, all): + warmup_iters = args.warmup_iters + lr_decay_iters = all + min_lr = args.learning_rate / 10 + + if it < warmup_iters: + return args.learning_rate * it / warmup_iters + if it > lr_decay_iters: + return min_lr + decay_ratio = (it - warmup_iters) / (lr_decay_iters - warmup_iters) + assert 0 <= decay_ratio <= 1 + coeff = 0.5 * (1.0 + math.cos(math.pi * decay_ratio)) + return min_lr + coeff * (args.learning_rate - min_lr) + + +def train_epoch(epoch, wandb): + start_time = time.time() + for step, (X, Y, loss_mask, image_process) in enumerate(train_loader): + X = X.to(args.device) + Y = Y.to(args.device) + loss_mask = loss_mask.to(args.device) + image_process = image_process.to(args.device) + image_encoders = get_img_embedding(image_process, vision_model) # torch.Size([32, 4, 50, 768]) + lr = get_lr(epoch * iter_per_epoch + step, args.epochs * iter_per_epoch) + for param_group in optimizer.param_groups: + param_group['lr'] = lr + + with ctx: + logits = model(X, Y, image_encoders=image_encoders).logits + loss = F.cross_entropy(logits.view(-1, logits.size(-1)), Y.view(-1), ignore_index=0, reduction='none') + loss_mask = loss_mask.view(-1) + loss = torch.sum(loss * loss_mask) / loss_mask.sum() + + scaler.scale(loss).backward() + + if (step + 1) % args.accumulation_steps == 0: + scaler.unscale_(optimizer) + torch.nn.utils.clip_grad_norm_(model.parameters(), args.grad_clip) + + scaler.step(optimizer) + scaler.update() + + optimizer.zero_grad(set_to_none=True) + + if step % args.log_interval == 0: + spend_time = time.time() - start_time + Logger( + 'Epoch:[{}/{}]({}/{}) loss:{:.3f} lr:{:.7f} epoch_Time:{}min:'.format( + epoch, + args.epochs, + step, + iter_per_epoch, + loss.item(), + optimizer.param_groups[-1]['lr'], + spend_time / (step + 1) * iter_per_epoch // 60 - spend_time // 60)) + + if (wandb is not None) and (not ddp or dist.get_rank() == 0): + wandb.log({"loss": loss, + "lr": optimizer.param_groups[-1]['lr'], + "epoch_Time": spend_time / (step + 1) * iter_per_epoch // 60 - spend_time // 60}) + + if (step + 1) % args.save_interval == 0 and (not ddp or dist.get_rank() == 0): + model.eval() + moe_path = '_moe' if lm_config.use_moe else '' + ckp = f'{args.save_dir}/{lm_config.dim}{moe_path}_vlm_sft.pth' + + if isinstance(model, torch.nn.parallel.DistributedDataParallel): + state_dict = model.module.state_dict() + else: + state_dict = model.state_dict() + + torch.save(state_dict, ckp) + model.train() + + if args.save_last and (not ddp or dist.get_rank() == 0): + model.eval() + moe_path = '_moe' if lm_config.use_moe else '' + ckp = f'{args.save_dir}/{lm_config.dim}{moe_path}_vlm_sft_multi.pth' + + if isinstance(model, torch.nn.parallel.DistributedDataParallel): + state_dict = model.module.state_dict() + else: + state_dict = model.state_dict() + + torch.save(state_dict, ckp) + model.train() + + +def init_model(lm_config): + tokenizer = AutoTokenizer.from_pretrained('./model/minimind_tokenizer') + moe_path = '_moe' if lm_config.use_moe else '' + # ckp = f'./out/{lm_config.dim}{moe_path}_vlm_pretrain.pth' + ckp = f'./out/{lm_config.dim}{moe_path}_vlm_sft.pth' + + model = Transformer(lm_config) + state_dict = torch.load(ckp, map_location=args.device) + + # 处理不需要的前缀 + unwanted_prefix = '_orig_mod.' + for k, v in list(state_dict.items()): + if k.startswith(unwanted_prefix): + state_dict[k[len(unwanted_prefix):]] = state_dict.pop(k) + + # 加载到模型中 + model.load_state_dict(state_dict, strict=False) + model = model.to(args.device) + + print(f'模型可学习参数: {count_parameters(model) / 1e6} 百万 = {count_parameters(model) / 1e9} B (Billion)') + + (vision_model, preprocess) = get_vision_model() + vision_model = vision_model.to(args.device) + return model, tokenizer, (vision_model, preprocess) + + +def init_distributed_mode(): + if not ddp: return + global ddp_local_rank, DEVICE + + dist.init_process_group(backend="nccl") + ddp_rank = int(os.environ["RANK"]) + ddp_local_rank = int(os.environ["LOCAL_RANK"]) + ddp_world_size = int(os.environ["WORLD_SIZE"]) + DEVICE = f"cuda:{ddp_local_rank}" + torch.cuda.set_device(DEVICE) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="MiniMind-V-SFT") + parser.add_argument("--out_dir", type=str, default="out", help="Output directory") + parser.add_argument("--epochs", type=int, default=19, help="Number of epochs") + parser.add_argument("--batch_size", type=int, default=32, help="Batch size") + parser.add_argument("--learning_rate", type=float, default=1e-6, help="Learning rate") + parser.add_argument("--device", type=str, default="cuda:0" if torch.cuda.is_available() else "cpu", + help="Device to use") + parser.add_argument("--dtype", type=str, default="bfloat16", help="Data type") + parser.add_argument("--use_wandb", default=False, action="store_true", help="Use Weights & Biases") + parser.add_argument("--wandb_project", type=str, default="MiniMind-V", help="Weights & Biases project name") + parser.add_argument("--num_workers", type=int, default=8, help="Number of workers for data loading") + parser.add_argument("--data_path", type=str, default="./dataset/sft_multi_images/output_cn.json", + help="Path to training data") + parser.add_argument("--ddp", action="store_true", help="Use DistributedDataParallel") + parser.add_argument("--accumulation_steps", type=int, default=1, help="Gradient accumulation steps") + parser.add_argument("--grad_clip", type=float, default=1.0, help="Gradient clipping threshold") + parser.add_argument("--warmup_iters", type=int, default=0, help="Number of warmup iterations") + parser.add_argument("--log_interval", type=int, default=100, help="Logging interval") + parser.add_argument("--save_interval", type=int, default=100, help="Model saving interval") + parser.add_argument('--local_rank', type=int, default=-1, help='local rank for distributed training') + parser.add_argument('--save_last', type=bool, default=True, help='save last step model') + + args = parser.parse_args() + + lm_config = LMConfig() + max_seq_len = lm_config.max_seq_len + args.save_dir = os.path.join(args.out_dir) + os.makedirs(args.save_dir, exist_ok=True) + os.makedirs(args.out_dir, exist_ok=True) + tokens_per_iter = args.batch_size * max_seq_len + torch.manual_seed(1337) + device_type = "cuda" if "cuda" in args.device else "cpu" + + args.wandb_run_name = f"MiniMind-V-SFT-Epoch-{args.epochs}-BatchSize-{args.batch_size}-LearningRate-{args.learning_rate}" + + ctx = nullcontext() if device_type == "cpu" else torch.cuda.amp.autocast() + ddp = int(os.environ.get("RANK", -1)) != -1 # is this a ddp run? + ddp_local_rank, DEVICE = 0, "cuda:0" + if ddp: + init_distributed_mode() + args.device = torch.device(DEVICE) + + if args.use_wandb and (not ddp or ddp_local_rank == 0): + import wandb + + wandb.init(project=args.wandb_project, name=args.wandb_run_name) + else: + wandb = None + + model, tokenizer, (vision_model, preprocess) = init_model(lm_config) + + use_version = 0 + train_ds = SFTDataset_multi(args.data_path, tokenizer, vision_model=(vision_model, preprocess), + image_special_token=lm_config.image_special_token, + max_length=max_seq_len) + train_sampler = DistributedSampler(train_ds) if ddp else None + train_loader = DataLoader( + train_ds, + batch_size=args.batch_size, + pin_memory=True, + drop_last=False, + shuffle=False, + num_workers=args.num_workers, + sampler=train_sampler + ) + + scaler = torch.cuda.amp.GradScaler(enabled=(args.dtype in ['float16', 'bfloat16'])) + optimizer = optim.Adam(model.parameters(), lr=args.learning_rate) + + if False and not lm_config.use_moe and platform.system() != 'Windows' and float( + torch.__version__.split('.')[0]) >= 2: + Logger("compiling the model... (takes a ~minute)") + unoptimized_model = model + model = torch.compile(model) + + if ddp: + model._ddp_params_and_buffers_to_ignore = {"pos_cis"} + model = DistributedDataParallel(model, device_ids=[ddp_local_rank]) + + iter_per_epoch = len(train_loader) + for epoch in range(args.epochs): + train_epoch(epoch, wandb) diff --git a/3-eval_chat_multi.py b/3-eval_chat_multi.py new file mode 100644 index 0000000..f1d0346 --- /dev/null +++ b/3-eval_chat_multi.py @@ -0,0 +1,170 @@ +import os +import random +import time + +import numpy as np +import torch +import warnings + +from PIL import Image +from transformers import AutoTokenizer, AutoModelForCausalLM +from model.model import Transformer +from model.LMConfig import LMConfig +from model.vision_utils import get_vision_model, get_img_process, get_img_embedding + +warnings.filterwarnings('ignore') + + +def count_parameters(model): + return sum(p.numel() for p in model.parameters() if p.requires_grad) + + +def init_model(lm_config): + tokenizer = AutoTokenizer.from_pretrained('./model/minimind_tokenizer') + model_from = 1 # 1从权重,2用transformers + + if model_from == 1: + moe_path = '_moe' if lm_config.use_moe else '' + ckp = f'./out/{lm_config.dim}{moe_path}_vlm_sft_multi.pth' + + model = Transformer(lm_config) + state_dict = torch.load(ckp, map_location=device) + + # 处理不需要的前缀 + unwanted_prefix = '_orig_mod.' + for k, v in list(state_dict.items()): + if k.startswith(unwanted_prefix): + state_dict[k[len(unwanted_prefix):]] = state_dict.pop(k) + + # 加载到模型中 + model.load_state_dict(state_dict, strict=False) + else: + model = AutoModelForCausalLM.from_pretrained('minimind-v-v1-small', + trust_remote_code=True) + + model = model.to(device) + + print(f'模型参数: {count_parameters(model) / 1e6} 百万 = {count_parameters(model) / 1e9} B (Billion)') + + (vision_model, preprocess) = get_vision_model() + vision_model = vision_model.to(device) + return model, tokenizer, (vision_model, preprocess) + + +def setup_seed(seed): + random.seed(seed) # 设置 Python 的随机种子 + np.random.seed(seed) # 设置 NumPy 的随机种子 + torch.manual_seed(seed) # 设置 PyTorch 的随机种子 + torch.cuda.manual_seed(seed) # 为当前 GPU 设置随机种子(如果有) + torch.cuda.manual_seed_all(seed) # 为所有 GPU 设置随机种子(如果有) + torch.backends.cudnn.deterministic = True # 确保每次返回的卷积算法是确定的 + torch.backends.cudnn.benchmark = False # 关闭 cuDNN 的自动调优,避免不确定性 + + +if __name__ == "__main__": + # ----------------------------------------------------------------------------- + out_dir = 'out' + start = "" + temperature = 0.5 + top_k = 8 + setup_seed(1337) + # device = 'cpu' + device = 'cuda:0' if torch.cuda.is_available() else 'cpu' + dtype = 'bfloat16' + max_seq_len = 1 * 1024 + lm_config = LMConfig() + lm_config.max_seq_len = max_seq_len + # ----------------------------------------------------------------------------- + + model, tokenizer, (vision_model, preprocess) = init_model(lm_config) + + model = model.eval() + # 推送到huggingface + # model.push_to_hub("minimind") + # tokenizer.push_to_hub("minimind") + + stream = True + + # prompt = lm_config.image_special_token + '\n这个图片描述的是什么内容?' + + i = 0 + # 获取图像文件列表 + image_dir = './dataset/eval_multi_images/' + image_files = sorted(os.listdir(image_dir)) + + image_count = len(image_files) + special_tokens = lm_config.image_special_token * image_count # 根据图片数量重复特殊标记 + + # 构建提示 + prompt = f"{special_tokens}\n这几张图片是否是同一个类别?" + + # 遍历图像文件 + image_encoders = [] + for i, image_file in enumerate(image_files): + image_path = os.path.join(image_dir, image_file) + + # 打开图像并转换为RGB格式 + image = Image.open(image_path).convert('RGB') + image_process = get_img_process(image, preprocess).to(vision_model.device) + + # 对图像进行编码 + image_encoder = get_img_embedding(image_process, vision_model).unsqueeze(0) + print(image_encoder.shape) + image_encoders.append(image_encoder) + print(f'[Image]: {image_file}') + image_encoders = torch.cat(image_encoders, dim=0).unsqueeze(0) + print(image_encoders.shape) + + # 准备问题和消息 + prompt_ = prompt.replace("\n", "") + print(f'[Q]: {prompt_}') + + messages = [{"role": "user", "content": prompt}] + + new_prompt = tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True + )[-(max_seq_len - 1):] + + x = tokenizer(new_prompt).data['input_ids'] + x = (torch.tensor(x, dtype=torch.long, device=device)[None, ...]) + + with torch.no_grad(): + res_y = model.generate(x, tokenizer.eos_token_id, max_new_tokens=max_seq_len, temperature=temperature, + top_k=top_k, stream=stream, image_encoders=image_encoders) + + print('[A]: ', end='') + try: + y = next(res_y) + except StopIteration: + print("No answer") + exit() + + history_idx = 0 + while y is not None: + answer = tokenizer.decode(y[0].tolist()) + if answer and answer[-1] == '�': + try: + y = next(res_y) + except StopIteration: + break + continue + if not len(answer): + try: + y = next(res_y) + except StopIteration: + break + continue + + print(answer[history_idx:], end='', flush=True) + try: + y = 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zJSYqmXp_y{=njmPz#6ohm|Rii0BcA3JMdBaAVM}|E>*aHD>FAgY2PpQ7pEiw<+-{etHp#T$TmTa$H3+{C)iN&y(16fezn&XdUsD^3>R51I$b8L5 zM@4U1*C)wDegL;=ET%1Xe)pQ5n-lvF$~sF+{cwM69!E{_T$IUaTF!;Oa^aw&AfOT) zUR0wU8$v-#2ufzcM$kJ_Pij>OD5dw_s-Ujo6YM;@@in&Iw=%0SO6!zDT2D{YM%eyb z>Zfxd&V_Zc&a7u@l}&9=)=92XZlgDQ#r6a`5z4-+L|$kkR06j@OBGKr0qa3LxrldG zi9*3A6Olr_L*YXqSM@1e0I_E$wzs}^G>C`C7+%u3hWONdO!|EganzOkx>sztvRj2& zre_d_+ucfwI08`eQb6(Jt45P}n3iR7gY%l1+vvHYXZwFt;D!1l5H5|_&' * 25): -if __name__ == "__main__": - pass + super().__init__() + with open(json_path, 'r', encoding='utf-8') as f: + self.data = json.load(f) + + self.max_length = max_length + self.prompt_max_len = prompt_max_len + self.answer_max_len = answer_max_len + self.tokenizer = tokenizer + self.vision_model, self.preprocess = vision_model + self.padding = 0 + self.bos_id = self.tokenizer('assistant').data['input_ids'] + self.dataset_path = './dataset/sft2_images/' + self.image_special_token = image_special_token + + def __len__(self): + return len(self.data) + + def find_sublist_index(self, main_list, sub_list) -> int: + last_index = -1 + for i in range(len(main_list) - len(sub_list) + 1): + if main_list[i:i + len(sub_list)] == sub_list: + last_index = i + return last_index + + def safe_eval(self, s): + try: + res = eval(s) + except Exception as e: + return [] + return res + + def __getitem__(self, index: int): + sample = self.data[index] + image_names = sample['image'].split(', ') + conversation = sample['conversations'] + + messages = [] + for i in range(0, 1): + if i + 1 < len(conversation): + q = conversation[i]['value'].replace('', self.image_special_token) + a = conversation[i + 1]['value'] + + if q and a: + messages.append({"role": "user", "content": q}) + messages.append({"role": "assistant", "content": a}) + + # print(messages) # [{'role': 'user', 'content': '<<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>><<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>>\nAre the two images below that resemble each other described by the same term? You must choose your answer from the Choice List. Choice_List: True, False.'}, {'role': 'assistant', 'content': 'False'}][{'role': 'user', 'content': '<<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>><<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>><<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>><<<<<<<<<<<<<<<<<<<<<<<<<>>>>>>>>>>>>>>>>>>>>>>>>>\nDo these four pictures fall into the same category? You must choose your answer from the Choice List. Choice_List: True, False.'}, {'role': 'assistant', 'content': 'False'}] + new_prompt = self.tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True + ) + input_id = self.tokenizer(new_prompt).data['input_ids'][:self.max_length] + # print(len(input_id)) # 165 or 263 or 259 + + question_length = self.find_sublist_index(input_id, self.bos_id) + len(self.bos_id) + padding_len = self.max_length - len(input_id) + input_id = input_id + [self.padding] * padding_len + mask_len = len(input_id) - question_length - padding_len + loss_mask = [0] * question_length + [1] * (mask_len) + [0] * padding_len + + input_id = np.array(input_id) + + X = np.array(input_id[:-1]).astype(np.int64) + Y = np.array(input_id[1:]).astype(np.int64) + loss_mask = np.array(loss_mask[1:]).astype(np.int64) + + X_tensor = torch.from_numpy(X) + Y_tensor = torch.from_numpy(Y) + loss_mask_tensor = torch.from_numpy(loss_mask) + + # 读取多张图像 + image_encoders = [] + for image_name in image_names: + image = Image.open(f'{self.dataset_path}{image_name.strip()}') # 去掉可能的空格 + image_encoders.append(get_img_process(image, self.preprocess)['pixel_values']) + + # 确定目标形状 + max_images = 4 # 根据你的需求设置 一次性最大输入几张图片 + target_shape = (max_images, 3, 224, 224) + + # 创建填充张量 + padded_image_encoders = torch.zeros(target_shape, dtype=torch.float32) + + # 填充图像编码 + for i, img_enc in enumerate(image_encoders): + if i < max_images: + padded_image_encoders[i] = img_enc.squeeze(0) + + return X_tensor, Y_tensor, loss_mask_tensor, padded_image_encoders \ No newline at end of file diff --git a/model/model.py b/model/model.py index 17918e4..10c9fb0 100644 --- a/model/model.py +++ b/model/model.py @@ -372,29 +372,38 @@ class Transformer(PreTrainedModel): # 查找token中片段的索引,为了替换做准备 def find_indices(tokens, image_ids): image_ids_tensor = torch.tensor(image_ids).to(tokens.device) - return [ - [i, i + len(image_ids) - 1] - for batch_idx in range(tokens.size(0)) - for i in range(tokens.size(1) - len(image_ids) + 1) - if torch.equal(tokens[batch_idx, i:i + len(image_ids)], image_ids_tensor) - ] or None + indices = [] - image_indices = find_indices(tokens, self.image_ids) + for batch_idx in range(tokens.size(0)): + for i in range(tokens.size(1) - len(image_ids) + 1): + if torch.equal(tokens[batch_idx, i:i + len(image_ids)], image_ids_tensor): + indices.append([batch_idx, i, i + len(image_ids) - 1]) # 返回batch_idx和开始结束索引 + + return indices if indices else None + + image_indices = find_indices(tokens, self.image_ids) # [0, 4, 53], [0, 54, 103], [0, 104, 153], [0, 154, 203] or [1, 4, 53], [1, 54, 103] # 如果此时有图像编码 if image_encoders is not None: - vision_proj = self.vision_proj(image_encoders) + vision_proj = self.vision_proj(image_encoders) # torch.Size([32, 4, 50, 512]) if image_indices is not None: # 创建一个新的张量来存储拼接后的结果 new_h = [] + for i in range(h.size(0)): - before = h[i, :image_indices[i][0], :] - after = h[i, image_indices[i][1] + 1:, :] - # 拼接 before, vision_proj, after - new_h_i = torch.cat((before, vision_proj[i], after), dim=0)[:seqlen] - new_h.append(new_h_i) + current_h = h[i] + img_idx = 0 + for _, (batch_idx, start_idx, end_idx) in enumerate(image_indices): + if batch_idx == i: + # 插入vision_proj特征 + before = current_h[:start_idx, :] + after = current_h[end_idx + 1:, :] + # 拼接 before, vision_proj, after + current_h = torch.cat((before, vision_proj[i][img_idx], after), dim=0)[:seqlen] + img_idx += 1 + new_h.append(current_h) # 将所有拼接后的结果堆叠起来 - new_h = torch.stack(new_h, dim=0) + new_h = torch.stack(new_h, dim=0) # torch.Size([32, 511, 512]) return new_h return h diff --git a/model/vision_utils.py b/model/vision_utils.py index 6966985..56d70fe 100644 --- a/model/vision_utils.py +++ b/model/vision_utils.py @@ -3,6 +3,7 @@ from transformers import CLIPProcessor, CLIPModel from PIL import Image import requests import torch +import transformers warnings.filterwarnings('ignore') @@ -31,7 +32,10 @@ def get_img_embedding(batch_encoding, vision_model): embeddings.append(output.last_hidden_state) # 从 BatchEncoding 中提取图像张量 - image_tensor = batch_encoding['pixel_values'] # 假设图像张量在 'pixel_values' 键下 + if isinstance(batch_encoding, transformers.tokenization_utils_base.BatchEncoding): + image_tensor = batch_encoding['pixel_values'] + else: + image_tensor = batch_encoding # torch.Size([32, 4, 3, 224, 224]) # 如果图像张量的形状是5维,则无需添加额外维度 if len(image_tensor.shape) == 4: @@ -54,5 +58,5 @@ def get_img_embedding(batch_encoding, vision_model): hook.remove() # 拼接所有特征向量成为一个张量 - all_embeddings = torch.stack(embeddings, dim=0).squeeze() + all_embeddings = torch.stack(embeddings, dim=0).squeeze() # torch.Size([32, 4, 50, 768]) return all_embeddings diff --git a/trans_json.py b/trans_json.py new file mode 100644 index 0000000..7d580e2 --- /dev/null +++ b/trans_json.py @@ -0,0 +1,53 @@ +import json + +# 加载现有JSON数据 +with open('full.json', 'r') as f: + data = json.load(f) + +# 创建新的格式 +new_data = [] + +# 定义选择列表的翻译字典 +translation_dict = { + "True": "是的", + "False": "不是", + "painted": "涂鸦", + "ripe": "成熟" +} + +for item in data['data']: + sample_id = str(item['sample_id']).zfill(12) # 格式化为12位数字 + images = [f"" for _ in item['task_instance']['images_path']] + + # 直接从task_instance中获取choice_list + choice_list = item['task_instance']['choice_list'] + + # 判断是否需要翻译 + if all(choice in translation_dict for choice in choice_list): + choice_list = [translation_dict[choice] for choice in choice_list] + response = translation_dict[item['response']] + else: + response = item['response'] + + # 构造新的对话格式 + conversation = [ + { + "from": "human", + "value": f"{''.join(images)}\n{data['metadata']['task_instruction'][item['task_instruction_id']]} 选择列表: {', '.join(choice_list)}." + }, + { + "from": "gpt", + "value": response + } + ] + + # 添加到新数据中 + new_data.append({ + "id": sample_id, + "image": ', '.join(item['task_instance']['images_path']), + "conversations": conversation + }) + +# 保存为新的JSON格式 +with open('output.json', 'w') as f: + json.dump(new_data, f, ensure_ascii=False, indent=2)