cnmoro / static-nomic-384-pten

huggingface.co
Total runs: 520
24-hour runs: 1
7-day runs: 14
30-day runs: 342
Model's Last Updated: April 01 2026
feature-extraction

Introduction of static-nomic-384-pten

Model Details of static-nomic-384-pten

This Model2Vec model was created by using Tokenlearn , with nomic-embed-text-v2-moe as a base.

The output dimension is 384.

The evaluation in the model card was executed using this distilled model, not the original.

This model was trained in streaming mode over large precomputed feature shards with incremental PCA (384d), vocabulary quantization capped at 32k effective tokens, and fine-tuning optimizations for large-scale data.

This is smaller but better model than cnmoro/nomic-embed-text-v2-moe-distilled-high-quality

Usage

Load this model using model2vec library:

from model2vec import StaticModel

model = StaticModel.from_pretrained("cnmoro/static-nomic-384-pten")

# Compute text embeddings
embeddings = model.encode(["Example sentence"])

Or using sentence-transformers library:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer('cnmoro/static-nomic-384-pten')

# Compute text embeddings
embeddings = model.encode(["Example sentence"])

Runs of cnmoro static-nomic-384-pten on huggingface.co

520
Total runs
1
24-hour runs
-14
3-day runs
14
7-day runs
342
30-day runs

More Information About static-nomic-384-pten huggingface.co Model

More static-nomic-384-pten license Visit here:

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

static-nomic-384-pten huggingface.co

static-nomic-384-pten huggingface.co is an AI model on huggingface.co that provides static-nomic-384-pten's model effect (), which can be used instantly with this cnmoro static-nomic-384-pten model. huggingface.co supports a free trial of the static-nomic-384-pten model, and also provides paid use of the static-nomic-384-pten. Support call static-nomic-384-pten model through api, including Node.js, Python, http.

static-nomic-384-pten huggingface.co Url

https://huggingface.co/cnmoro/static-nomic-384-pten

cnmoro static-nomic-384-pten online free

static-nomic-384-pten huggingface.co is an online trial and call api platform, which integrates static-nomic-384-pten's modeling effects, including api services, and provides a free online trial of static-nomic-384-pten, you can try static-nomic-384-pten online for free by clicking the link below.

cnmoro static-nomic-384-pten online free url in huggingface.co:

https://huggingface.co/cnmoro/static-nomic-384-pten

static-nomic-384-pten install

static-nomic-384-pten is an open source model from GitHub that offers a free installation service, and any user can find static-nomic-384-pten on GitHub to install. At the same time, huggingface.co provides the effect of static-nomic-384-pten install, users can directly use static-nomic-384-pten installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

static-nomic-384-pten install url in huggingface.co:

https://huggingface.co/cnmoro/static-nomic-384-pten

Url of static-nomic-384-pten

static-nomic-384-pten huggingface.co Url

Provider of static-nomic-384-pten huggingface.co

cnmoro
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