HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

jina-embeddings-v3

jinaai/jina-embeddings-v3

kind
original
quant
bf16 (16-bit)
family
jina
modality
feature-extraction
root model
jinaai/jina-embeddings-v3
provider
jinaai
license
cc-by-nc-4.0
language
multilingual, af, am, ar, as, az, be, bg, bn, br, bs, ca
context
—
library
transformers
vRAM (GB)
—
size on disk
—
downloads
3,237,003
likes
1,150
created
—
last modified
2026-04-08T14:04:08+00:00 (2026)
huggingface
https://huggingface.co/jinaai/jina-embeddings-v3
tags
transformerspytorchonnxsafetensorsfeature-extractionsentence-similaritymtebsentence-transformerscustom_codemultilingualafamarasazbebgbnbrbscacscyda

Benchmark scores (0)

no scores extracted for this variant.

Discussions (141)

titleauthorstatuscommentstype
VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]vigneshwar234open0disc
VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]vigneshwar234open0disc
Convert model to onnx formatekatrinaryazanovaopen0disc
Integrate with Sentence Transformers v5.4tomaarsenmerged0disc
Add evaluation results for model jinaai/jina-embeddings-v3 revision 215a6e121fa0183376388ac6b1ae230326bfeaedSamoedopen0disc
Update model to standard HF formatSai-Surajopen0disc
how to use task with ollamaohhhchank3open0disc
how to use task in vllmNasrFathy123open0disc
Issue comes with: "TypeError: Failed to fetch" in the web page: "https://jina.ai/api-dashboard/embedding"g787796121closed0disc
LM StudioSyamsopen0disc
Problem loading the model in bf16LouisDo2108closed0disc
NotImplementedError When calling resize_token_embeddingsOSalem99open0disc
how to load the jina-clip-v2 model offline? help me plz!!HT-NEKOopen0disc
Is there a way to train Jina-embeddings-v3 using Transformers Trainer API? (Encountering NameError in rotary.py)saadaltohamyopen0disc
Saving and Loading Finetuned Model- Bug in JinaAI code?nebulousestclosed0disc
Update config.jsonvaidehiBhamareopen0disc
houtaothou123draft0disc
thou123thou123draft0disc
Congrats! you are SOTA on The Arabic RAG LeaderboardMohamedRashadopen0disc
Is it possible to set the revision of `xlm-roberta-flash-implementation`?aciddust20open0disc
No sentence-transformers model found with name jinaai/jina-embeddings-v3.siarezclosed0disc
output_attentions returns Noneymaliopen0disc
启动不了onthewayzhopen0disc
The process to convert this model to onnx formatdinhanhxopen0disc
when gguf support?dfsafdsfopen0disc
File not found errorritz2201open0disc
natural language retrieval of code blocksAmashiro2233open0disc
feat-add-cmteb-qbqtcnanmerged0disc
triton error when convert to onnxhoailebadsopen0disc
Unrecognized model in ./modellib/jinaai/ , Should have a `model_type` key in its config.jsonNFYGclosed0disc
Using with vLLMfpaupieropen0disc
Slow tokenizer availabilityQuentinFvropen0disc
Merging LoRA adapters into base weightsarianomidiopen0disc
how can i realize late_chunking parameter?MASTERweiopen0disc
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"?imambujangopen0disc
Where vocab save ?batman9xopen0disc
Code examples not working with transformers or sentence-transformersanto5040closed0disc
inference is too slow using task adapters (on cpu)ffletcherropen0disc
chore-fix-logobwang0911merged0disc
Openvino errorsFlorianoliopen0disc
Start by gunicorn, model.encode() stuck foreverandrewzheng1618open0disc
how to sovle the" A new version of the following files was downloaded from https://huggingface.co/jinaai/xlm-roberta-flash-implementation:"gauyeropen0disc
Hardware recomendations helpMLSDevopen0disc
How to set the size of the ONNX model output dimensions?Hex2Decclosed0disc
Example for Fine-Tuning Models on Asymmetric Semantic Search with Hard Negatives.wilfoderekopen0disc
Returning all hidden statescarolinmschusterclosed0disc
Error loading model using AutoModel.from_pretrainedsjoshi-wmopen0disc
Help decoding retrieved vector values to "see" what a chunk looks like in natural languagek0rrupttclosed0disc
Ollama drop?kagevazquezopen0disc
readme: azure linkjupyterjazzmerged0disc
can I use task = "retrieval.query" with transformers library?k0rrupttclosed0disc
Finetuning for assymetric semantic similarity?shensmobileopen0disc
Finetune for document retrieval tasktruong1301open0disc
Minor Recommendationszboylesclosed0disc
Finetuning The Model with Custom DataseteneSadiopen0disc
`FlashAttention is not installed` error on Windows 11ocean11closed0disc
Using jina-embeddings-v3 for zero-shot-classification taskyrayeganopen0disc
Troubleshooting RuntimeError in Sentence Transformers with Multi-Process PoolSamMaggioliopen0disc
code_revision problem with STjupyterjazzclosed0disc
fix: normalization after truncationjupyterjazzmerged0disc
readme: add onnx mean pool functionknysfhmerged0disc
How can I use this model offline?BenWanopen0disc
No model found errorhuggit0000open0disc
Resolved-please delete this posthuggit0000closed0disc
ONNX model 13049 outputshere4dataopen0disc
Fine Tuning Jina Embedding V3 for classification taskmumeranwaarclosed0disc
add onnx model mean pooling codeknysfhclosed0disc
ModuleNotFoundError: No module named 'custom_st'LeMousselclosed0disc
fine tuning adapter take longer than fine tuning whole modelhail75open0disc
Pros and cons of finetuning only adaptershail75closed0disc
Can this model upload a model_quantized.onnx file, similar to jina-embeddings-v2-base-zh?JoeZhangopen0disc
Adapter selection for training with retrieval datahail75open0disc
retrieval finetuning and loss function usedhail75closed0disc
Update config.jsonVuaCoBacclosed0disc
readme: onnx final outputsjupyterjazzmerged0disc
How to serve a jina-embeddings-v3 classification task using onnxruntimeluozhouyangopen0disc
Disable tqdmivanstepanovftwopen0disc
What if I want to run xlm-roberta-flash-implementation locally?Nucleon-17thclosed0disc
ONNX exportrztk-bohdanbilonohclosed0disc
chore-add-mmtebbwang0911draft0disc
chore-update-mmtebbwang0911closed0disc
truncate_dim=N returns non-normalized embeddingsivanstepanovftwclosed0disc
Sentences only? What is the best way to create sentences from documents?turianopen0disc
Can this be used as a reranker ?pepoo20closed0disc
StopIteration: Caught StopIteration in replica 0 on device 0.seregadglopen0disc
How to finetune this model with transformers?xianfclosed0disc
Update custom_st.py to be compatible with Python 3.8pewhmerged0disc
Update custom_st.py to be compatible with Python 3.8pewhclosed0disc
remove-st-prompt-lengthjupyterjazzmerged0disc
FileNotFoundErrorSamoedclosed0disc
custom_pt dict error only visible in sentence transformers and not in normal transformers why?sleeping4catclosed0disc
Save Transformer module in root when training with STtomaarsenmerged0disc
Running into "Flash attention implementation does not support kwargs: prompt_length" when using the exact example from the ReadmeHotSauce7closed0disc
Bulk embedding erroraikokulclosed0disc
RuntimeError: FlashAttention is not installed.seregadglclosed0disc
SentenceTransformerTrainer: checkpoint saves custom_st.py in the wrong folderbotkopclosed0disc
Add compatibility with Sentence Transformers v3.2.0tomaarsenmerged0disc
unexpected keyword argument 'backend' when installing with sentence transformersbotkopclosed0disc
readme: finetuningjupyterjazzmerged0disc
feat: finetuning via STjupyterjazzmerged0disc
Fine-tuning modelepishchikclosed0disc
jinachengtaooclosed0disc
Release Custom finetune code with torch?CVHvnclosed0disc
ONNX model outputRiddler2024closed0disc
Add Sentence Transformers tagtomaarsenmerged0disc
How can I fine-tune my own dataset?liu0815closed0disc
Accept tokens instead of string and question regarding tokenizer behaviourMH1Popen0disc
Model seems to be incredibly slow on CPUadi751closed0disc
No model named 'custom_st'RICHKEEDclosed0disc
Enable saving in SentenceTransformers by adding get_config_dictedwardjrossmerged0disc
Fine-Tuning 'retrieval.query' and 'retrieval.passage' LoRA Adapters Together?miweruopen0disc
ONNX ERROR: Unsupported model IR version: 10, max supported IR version: 9cseeeeeclosed0disc
add polish retrieval socremakram93merged0disc
Created the custom branch for serving using text-embedding-inferencesigridjinethopen0disc
Update config.jsonsigridjinethclosed0disc
Update config.jsonsigridjinethclosed0disc
Update config.jsonsigridjinethclosed0disc
Update ONNX weightsXenovamerged0disc
support ST for python3.8+jupyterjazzmerged0disc
Unable to load the model through sentence_transformerssadi751closed0disc
readme-adjustmentsjupyterjazzmerged0disc
Adding `safetensors` variant of this modelbwang0911merged0disc
onnx-checkpointjupyterjazzmerged0disc
refactor-taskbwang0911merged0disc
Update README.mdbwang0911merged0disc
refactor: define prompts in configurationbwang0911merged0disc
refactor: improve class initbwang0911closed0disc
refactor: clean up num_examples codebwang0911merged0disc
readme: performancejupyterjazzmerged0disc
fix: not properly reference configbwang0911merged0disc
fix: make sure data and adapter on same devicebwang0911merged0disc
fix device and use auto modelbwang0911merged0disc
fix: add missing adaption mapbwang0911merged0disc
fix: add missing lora adaptationsbwang0911merged0disc
feat: add pooling config for sbertbwang0911merged0disc
fix: remove config args but pass config when initi auto modelbwang0911merged0disc
fix model loading in custom_st.pybwang0911merged0disc
support sentence-transformersbwang0911merged0disc
readme: usagejupyterjazzmerged0disc
Update README.mdjupyterjazzmerged0disc
Update README.mdmakram93merged0disc
Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.