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sciembed-ctx-8192

anon-nlp / sciembed-ctx-8192

Run on huggingface.co
huggingface.co
Total runs: 84
24-hour runs: -15
7-day runs: 3
30-day runs: -5
Model's Last Updated: June 08 2026
feature-extraction

Introduction of sciembed-ctx-8192

Model Details of sciembed-ctx-8192

SciEmbed-CTX-8192

Long-context variant (max_seq_length=8192). Recommended for long scientific inputs; best within-recipe scores on the Body-Fact Retrieval probe and LongEmbed.

A 149M-parameter ModernBERT-base scientific document embedder trained with citation-context sentences as the primary contrastive signal. Part of the SciEmbed release (paper under double-blind review; author info omitted).

Usage 
from sentence_transformers import SentenceTransformer

model = SentenceTransformer("anon-nlp/sciembed-ctx-8192")
emb = model.encode(["citation-context supervision for scientific embeddings"],
                   normalize_embeddings=True)
  • Context length: 8192 tokens
  • Pooling: mean · Output dim: 768 (Matryoshka-truncatable to 512/256/128)
  • License: MIT
Citation

See the repository README. Paper: SciEmbed: Citation-Context Supervision for Scientific Document Embeddings (under review).

Runs of anon-nlp sciembed-ctx-8192 on huggingface.co

84
Total runs
-15
24-hour runs
-1
3-day runs
3
7-day runs
-5
30-day runs

More Information About sciembed-ctx-8192 huggingface.co Model

More sciembed-ctx-8192 license Visit here:

https://choosealicense.com/licenses/mit

sciembed-ctx-8192 huggingface.co

sciembed-ctx-8192 huggingface.co is an AI model on huggingface.co that provides sciembed-ctx-8192's model effect (), which can be used instantly with this anon-nlp sciembed-ctx-8192 model. huggingface.co supports a free trial of the sciembed-ctx-8192 model, and also provides paid use of the sciembed-ctx-8192. Support call sciembed-ctx-8192 model through api, including Node.js, Python, http.

sciembed-ctx-8192 huggingface.co Url

https://huggingface.co/anon-nlp/sciembed-ctx-8192

anon-nlp sciembed-ctx-8192 online free

sciembed-ctx-8192 huggingface.co is an online trial and call api platform, which integrates sciembed-ctx-8192's modeling effects, including api services, and provides a free online trial of sciembed-ctx-8192, you can try sciembed-ctx-8192 online for free by clicking the link below.

anon-nlp sciembed-ctx-8192 online free url in huggingface.co:

https://huggingface.co/anon-nlp/sciembed-ctx-8192

sciembed-ctx-8192 install

sciembed-ctx-8192 is an open source model from GitHub that offers a free installation service, and any user can find sciembed-ctx-8192 on GitHub to install. At the same time, huggingface.co provides the effect of sciembed-ctx-8192 install, users can directly use sciembed-ctx-8192 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sciembed-ctx-8192 install url in huggingface.co:

https://huggingface.co/anon-nlp/sciembed-ctx-8192

Url of sciembed-ctx-8192

sciembed-ctx-8192 huggingface.co Url

Provider of sciembed-ctx-8192 huggingface.co

anon-nlp
ORGANIZATIONS
huggingface.co

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