Sentence Similarity
sentence-transformers
context-curation
long-context
memory-management
conversational-ai
retrieval
llm
research-paper
Instructions to use SkyIsNotGreen/splinter-memory with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use SkyIsNotGreen/splinter-memory with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("SkyIsNotGreen/splinter-memory") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Splinter Memory: the white paper as the model card (long-context memory curation management)
69ff84b verified Download CITATION.cff from SkyIsNotGreen/splinter-memory: direct link, hf CLI and curl.
- Browser
- Download file 919 Bytes
-
https://huggingface.co/SkyIsNotGreen/splinter-memory/resolve/main/CITATION.cff
- Command line
-
hf download hf://SkyIsNotGreen/splinter-memory/CITATION.cff
-
curl -L -o CITATION.cff https://huggingface.co/SkyIsNotGreen/splinter-memory/resolve/main/CITATION.cff
919 Bytes
| cff-version: 1.2.0 | |
| message: "If you use this software or its measurements, cite it as below." | |
| title: "Splinter-Memory" | |
| abstract: >- | |
| An external, managed-decay context-curation layer for long-horizon LLM | |
| conversations. Small CPU "drone" encoders score, filter, and reassemble | |
| stored history into a bounded, high-relevance window per turn, so a | |
| generative model performs over arbitrarily long conversations on consumer | |
| hardware. Claims are stated as falsifiable predictions (P1-P11) with measured | |
| verdicts and a published failure register. | |
| type: software | |
| authors: | |
| - name: "sky-is-green" | |
| alias: "sky-is-green" | |
| version: "0.1.0" | |
| date-released: "2026-09-22" | |
| license: MIT | |
| repository-code: "https://github.com/sky-is-green/splinter-memory" | |
| url: "https://github.com/sky-is-green/splinter-memory" | |
| keywords: | |
| - context-management | |
| - memory-management | |
| - long-context | |
| - retrieval | |
| - llm | |
| - local-inference | |