add img embedding.py

applications/clip_embedding/clip_model.py

@@ -4,7 +4,7 @@ from transformers import AutoModel, AutoConfig, CLIPProcessor
 
 MODEL_NAME = "BAAI/EVA-CLIP-8B"
 DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
-DTYPE = torch.float16 if DEVICE == "cuda" else torch.float32
+DTYPE = torch.float8 if DEVICE == "cuda" else torch.float32
 MAX_BATCH = int(os.getenv("MAX_BATCH", "32"))
 
 TRUST_REMOTE_CODE = True

requirements.txt

@@ -4,4 +4,7 @@ quart
 aiohttp
 pymilvus
 sentence_transformers
-optuna
+optuna
+langdetect
+nltk
+jieba