Visibility winner
d2l-ai/d2l-zh
79.7K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
jina-ai/mlx-retrieval
Momentum not captured in this snapshot
Last commit Sep 18, 2025
Adoption winner
d2l-ai/d2l-zh
8M/week
pypi package signal
Data completeness
Comparison confidence
1/2 package links
0/2 repos have weekly momentum in the current snapshot.
Compare up to four repositories with comma-separated owner/repo names. GitStar keeps missing package or momentum data explicit instead of flattening it into a false zero.
d2l-ai/d2l-zh currently leads on long-horizon mindshare with the strongest star base in this comparison. d2l-ai/d2l-zh has the strongest linked package footprint in this group.
GitStar keeps cross-repository gaps visible. Missing package mappings or partial momentum data lower confidence, but they do not stop the page from showing a directional read.
d2l-ai/d2l-zh currently leads on long-horizon mindshare with the strongest star base in this comparison.
Stars are strongest at showing durable visibility, not direct production fit.
jina-ai/mlx-retrieval has the strongest current movement signal in this set.
Recent movement is missing from the current cache, so freshness falls back to commit recency.
d2l-ai/d2l-zh has the strongest linked package footprint in this group.
pypi usage is a better production proxy than stars when it exists.
This comparison lives in the same ai-ml lane, so package usage and repo detail should carry more weight than raw stars alone.
Shared category overlap makes the comparison more decision-useful than a random popularity matchup.
Train embedding and reranker models for retrieval tasks on Apple Silicon with MLX
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