Qdrant / all-MiniLM-L6-v2-onnx

huggingface.co
Total runs: 1.6M
24-hour runs: 28.9K
7-day runs: 95.9K
30-day runs: 406.6K
Model's Last Updated: September 30 2026
sentence-similarity

Introduction of all-MiniLM-L6-v2-onnx

Model Details of all-MiniLM-L6-v2-onnx

ONNX port of sentence-transformers/all-MiniLM-L6-v2 for text classification and similarity searches.

Usage

Here's an example of performing inference using the model with FastEmbed .

Note: This model is supposed to be used with Qdrant. Vectors have to be configured with Modifier.IDF .

from fastembed import TextEmbedding

documents = [
    "You should stay, study and sprint.",
    "History can only prepare us to be surprised yet again.",
]

model = TextEmbedding(model_name="sentence-transformers/all-MiniLM-L6-v2")
embeddings = list(model.embed(documents))

# [
#     array([
#         0.00611658, 0.00068912, -0.0203846, ..., -0.01751488, -0.01174267,
#         0.01463472
#     ],
#           dtype=float32),
#     array([
#         0.00173448, -0.00329958, 0.01557874, ..., -0.01473586, 0.0281806,
#         -0.00448205
#     ],
#           dtype=float32)
# ]

Runs of Qdrant all-MiniLM-L6-v2-onnx on huggingface.co

1.6M
Total runs
28.9K
24-hour runs
60.1K
3-day runs
95.9K
7-day runs
406.6K
30-day runs

More Information About all-MiniLM-L6-v2-onnx huggingface.co Model

More all-MiniLM-L6-v2-onnx license Visit here:

https://choosealicense.com/licenses/apache-2.0

all-MiniLM-L6-v2-onnx huggingface.co

all-MiniLM-L6-v2-onnx huggingface.co is an AI model on huggingface.co that provides all-MiniLM-L6-v2-onnx's model effect (), which can be used instantly with this Qdrant all-MiniLM-L6-v2-onnx model. huggingface.co supports a free trial of the all-MiniLM-L6-v2-onnx model, and also provides paid use of the all-MiniLM-L6-v2-onnx. Support call all-MiniLM-L6-v2-onnx model through api, including Node.js, Python, http.

all-MiniLM-L6-v2-onnx huggingface.co Url

https://huggingface.co/Qdrant/all-MiniLM-L6-v2-onnx

Qdrant all-MiniLM-L6-v2-onnx online free

all-MiniLM-L6-v2-onnx huggingface.co is an online trial and call api platform, which integrates all-MiniLM-L6-v2-onnx's modeling effects, including api services, and provides a free online trial of all-MiniLM-L6-v2-onnx, you can try all-MiniLM-L6-v2-onnx online for free by clicking the link below.

Qdrant all-MiniLM-L6-v2-onnx online free url in huggingface.co:

https://huggingface.co/Qdrant/all-MiniLM-L6-v2-onnx

all-MiniLM-L6-v2-onnx install

all-MiniLM-L6-v2-onnx is an open source model from GitHub that offers a free installation service, and any user can find all-MiniLM-L6-v2-onnx on GitHub to install. At the same time, huggingface.co provides the effect of all-MiniLM-L6-v2-onnx install, users can directly use all-MiniLM-L6-v2-onnx installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

all-MiniLM-L6-v2-onnx install url in huggingface.co:

https://huggingface.co/Qdrant/all-MiniLM-L6-v2-onnx

Url of all-MiniLM-L6-v2-onnx

all-MiniLM-L6-v2-onnx huggingface.co Url

Provider of all-MiniLM-L6-v2-onnx huggingface.co

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