Feature Extraction
Transformers
PyTorch
ONNX
Safetensors
sentence-transformers
sentence-similarity
mteb
custom_code
Eval Results (legacy)
Eval Results
🇪🇺 Region: EU
Instructions to use jinaai/jina-embeddings-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use jinaai/jina-embeddings-v3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="jinaai/jina-embeddings-v3", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True, dtype="auto") - sentence-transformers
How to use jinaai/jina-embeddings-v3 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True) sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Convert model to onnx format
1
#140 opened 14 days ago
by
ekatrinaryazanova
Add evaluation results for model jinaai/jina-embeddings-v3 revision 215a6e121fa0183376388ac6b1ae230326bfeaed
#138 opened 3 months ago
by
Samoed
Update model to standard HF format
4
#137 opened 3 months ago
by
Sai-Suraj
how to use task with ollama
#136 opened 7 months ago
by
ohhhchank3
how to use task in vllm
#135 opened 9 months ago
by
NasrFathy123
NotImplementedError When calling resize_token_embeddings
#131 opened 12 months ago
by
OSalem99
how to load the jina-clip-v2 model offline? help me plz!!
#130 opened 12 months ago
by
HT-NEKO
Is there a way to train Jina-embeddings-v3 using Transformers Trainer API? (Encountering NameError in rotary.py)
1
#129 opened about 1 year ago
by
saadaltohamy
Update config.json
1
#127 opened about 1 year ago
by
vaidehiBhamare
Congrats! you are SOTA on The Arabic RAG Leaderboard
🚀 1
1
#124 opened about 1 year ago
by
MohamedRashad
Is it possible to set the revision of `xlm-roberta-flash-implementation`?
3
#123 opened about 1 year ago
by
aciddust20
output_attentions returns None
#121 opened about 1 year ago
by
ymali
启动不了
1
#120 opened about 1 year ago
by
onthewayzh
The process to convert this model to onnx format
#119 opened about 1 year ago
by
dinhanhx
when gguf support?
👀 7
1
#118 opened about 1 year ago
by
dfsafdsf
File not found error
➕ 1
5
#117 opened over 1 year ago
by
ritz2201
natural language retrieval of code blocks
2
#116 opened over 1 year ago
by
Amashiro2233
triton error when convert to onnx
1
#114 opened over 1 year ago
by
hoailebads
Using with vLLM
#112 opened over 1 year ago
by
fpaupier
Slow tokenizer availability
#111 opened over 1 year ago
by
QuentinFvr
Merging LoRA adapters into base weights
#110 opened over 1 year ago
by
arianomidi
how can i realize late_chunking parameter?
2
#109 opened over 1 year ago
by
MASTERwei
Is the tokenization and mean pooling method described in the documentation here performing "late chunking" as it is described in your paper/library "late-chunking"?
2
#108 opened over 1 year ago
by
imambujang
Where vocab save ?
1
#107 opened over 1 year ago
by
batman9x
inference is too slow using task adapters (on cpu)
#105 opened over 1 year ago
by
ffletcherr
Openvino errors
#103 opened over 1 year ago
by
Florianoli
Start by gunicorn, model.encode() stuck forever
#102 opened over 1 year ago
by
andrewzheng1618
how to sovle the" A new version of the following files was downloaded from https://huggingface.co/jinaai/xlm-roberta-flash-implementation:"
👀 1
2
#101 opened over 1 year ago
by
gauyer
Hardware recomendations help
2
#100 opened over 1 year ago
by
MLSDev
Example for Fine-Tuning Models on Asymmetric Semantic Search with Hard Negatives.
👍 1
2
#98 opened over 1 year ago
by
wilfoderek
Error loading model using AutoModel.from_pretrained
3
#96 opened over 1 year ago
by
sjoshi-wm
Ollama drop?
👀 1
1
#94 opened over 1 year ago
by
kagevazquez
Finetuning for assymetric semantic similarity?
3
#91 opened over 1 year ago
by
shensmobile
Finetune for document retrieval task
1
#90 opened over 1 year ago
by
truong1301
Finetuning The Model with Custom Dataset
3
#88 opened over 1 year ago
by
eneSadi
Using jina-embeddings-v3 for zero-shot-classification task
2
#86 opened over 1 year ago
by
yrayegan
Troubleshooting RuntimeError in Sentence Transformers with Multi-Process Pool
2
#85 opened over 1 year ago
by
SamMaggioli
How can I use this model offline?
9
#81 opened over 1 year ago
by
BenWan
No model found error
7
#80 opened over 1 year ago
by
huggit0000
ONNX model 13049 outputs
9
#78 opened over 1 year ago
by
here4data
fine tuning adapter take longer than fine tuning whole model
2
#74 opened over 1 year ago
by
hail75
Can this model upload a model_quantized.onnx file, similar to jina-embeddings-v2-base-zh?
1
#72 opened over 1 year ago
by
JoeZhang
Adapter selection for training with retrieval data
👍 1
4
#71 opened over 1 year ago
by
hail75
How to serve a jina-embeddings-v3 classification task using onnxruntime
2
#67 opened over 1 year ago
by
luozhouyang
Disable tqdm
2
#66 opened over 1 year ago
by
ivanstepanovftw
chore-add-mmteb
1
#62 opened over 1 year ago
by
bwang0911
Sentences only? What is the best way to create sentences from documents?
1
#59 opened over 1 year ago
by
turian