vector
Datasets
All datasets matching “vector”whisper_transcriptions.reazon_speech_all.wer_10.0.vectorizedwhisper_transcriptions.mls.wer_10.0.vectorizedWikidata_Vectors_0.2
Wikidata Entity Embeddings 0.2
Dataset Summary
Wikidata Entity Embeddings is a dataset of embedding vectors for Wikidata entities. Each vector represents a Wikidata item (Q...) or property (P...) based on textual information extracted from Wikidata.
The dataset is part of the Wikidata Embedding Project, an initiative led by Wikimedia Deutschland in collaboration with Jina AI and IBM DataStax. The project provides a publicly accessible Wikidata Vector Database to… See the full description on the dataset page: https://huggingface.co/datasets/philippesaade/Wikidata_Vectors_0.2.emotion-vectors-gemma-4-31b-it-postfix
Emotion vectors, google/gemma-4-31b-it (corrected extraction)
Residual-stream activations for google/gemma-4-31b-it, pooled per story and averaged per
emotion. Each emotion ends up as one direction in the model's activation space.
Read LINEAGE.md before using this. This set supersedes
abotresol/emotion-vectors-gemma-4-31b-it. The earlier extraction ran
while the tokenizer padded on the left, so the step that skips a story's first
50 tokens skipped padding instead. This set… See the full description on the dataset page: https://huggingface.co/datasets/abotresol/emotion-vectors-gemma-4-31b-it-postfix.vibeThis repository contains the datasets presented in VIBE: Vector Index Benchmark for Embeddings:
https://github.com/vector-index-bench/vibe
The datasets can be downloaded manually from this repository, but the benchmark framework also downloads them automatically.
Datasets
In-distribution datasets
Name
Type
n
d
Distance
agnews-mxbai-1024-euclidean
Text
769,382
1024
euclidean
arxiv-nomic-768-normalized
Text
1,344,643
768
any
dpr-jina-768-normalized… See the full description on the dataset page: https://huggingface.co/datasets/vector-index-bench/vibe.assistant-axis-vectors
The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models
This repository contains pre-computed axes and persona vectors for Gemma 2 27B, Qwen 3 32B, and Llama 3.3 70B, as described in the paper The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models.
Paper | Code | Demo
The Assistant Axis is a direction in activation space that captures how "Assistant-like" a model's current persona is. It can be used to:
Monitor persona… See the full description on the dataset page: https://huggingface.co/datasets/lu-christina/assistant-axis-vectors.