lilacai/mosaicml-local-mosaic-chat-v2

This dataset is generated by [Lilac](http://lilacml.com) for a HuggingFace Space: [huggingface.co/spaces/lilacai/mosaicml](https://huggingface.co/spaces/lilacai/mosaicml).

Original dataset: [https://huggingface.co/datasets/sam-mosaic/chat-v2](https://huggingface.co/datasets/sam-mosaic/chat-v2)

Lilac dataset config:
```embeddings:
- {embedding: gte-small, path: original-context}
- embedding: gte-small
path: [new-context, value, '*']
- {embedding: gte-small, path: response}
- {embedding: gte-small, path: prompt}
name: mosaic-chat-v2
namespace: local
settings:
preferred_embedding: gte-small
ui:
media_paths: [prompt, response]
signals:
- path: prompt
signal: {signal_name: pii}
- path: prompt
signal: {signal_name: text_statistics}
- path: prompt
signal: {signal_name: near_dup}
- path: prompt
signal: {signal_name: lang_detection}
- path: prompt
signal: {concept_name: negative-sentiment, embedding: gte-small, namespace: lilac,
signal_name: concept_score}
- path: prompt
signal: {concept_name: non-english, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: prompt
signal: {concept_name: profanity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: prompt
signal: {concept_name: source-code, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: prompt
signal: {concept_name: toxicity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: response
signal: {signal_name: pii}
- path: response
signal: {signal_name: text_statistics}
- path: response
signal: {signal_name: near_dup}
- path: response
signal: {signal_name: lang_detection}
- path: response
signal: {concept_name: negative-sentiment, embedding: gte-small, namespace: lilac,
signal_name: concept_score}
- path: response
signal: {concept_name: non-english, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: response
signal: {concept_name: profanity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: response
signal: {concept_name: source-code, embedding: gte-small, namespace: lilac, signal_name: concept_score}
- path: response
signal: {concept_name: toxicity, embedding: gte-small, namespace: lilac, signal_name: concept_score}
source: {dataset_name: sam-mosaic/chat-v2, source_name: huggingface}
```

原始信息汇总

数据集概述

数据集配置

• 嵌入配置:
  • embedding: gte-small
  • path: original-context
  • path: [new-context, value, *]
  • path: response
  • path: prompt
• 名称: mosaic-chat-v2
• 命名空间: local
• 设置:
  • preferred_embedding: gte-small
  • ui: media_paths: [prompt, response]

信号配置

• 路径: prompt
  • signal_name: pii
  • signal_name: text_statistics
  • signal_name: near_dup
  • signal_name: lang_detection
  • concept_name: negative-sentiment
  • concept_name: non-english
  • concept_name: profanity
  • concept_name: source-code
  • concept_name: toxicity
• 路径: response
  • signal_name: pii
  • signal_name: text_statistics
  • signal_name: near_dup
  • signal_name: lang_detection
  • concept_name: negative-sentiment
  • concept_name: non-english
  • concept_name: profanity
  • concept_name: source-code
  • concept_name: toxicity

数据源

• 数据集名称: sam-mosaic/chat-v2
• 来源名称: huggingface