Model comparison

bge-m3vsstarcoder

Decision Card metrics — latency, license, lineage overlap, benchmarks, and repo health from the live graph.

bge-m3 leads on graph popularity (3.2K vs 3K)

Decision metrics

Attributebge-m3starcoder
Licenseunknownunknown
ParametersModel size
Context window
Architecturesentence-similaritytext-generation
Hardware class
Latency
$ / 1M tokens
Verified TTFT
Repo health (RIS)
Graph trust8888
LineageNo lineage linksNo lineage links
Graph score3.2K3K

Decision cards

bge-m3
Licenseunknown
Parameters
Context
Architecturesentence-similarity
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs
starcoder
Licenseunknown
Parameters
Context
Architecturetext-generation
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs

bge-m3

Hugging Face model with 3181 likes. Tags: sentence-transformers, pytorch, onnx, xlm-roberta, feature-extraction, sentence-similarity, arxiv:2402.03216, arxiv:2004.04906, arxiv:2106.14807, arxiv:2107.05720

starcoder

Hugging Face model with 2965 likes. Tags: transformers, pytorch, safetensors, gpt_bigcode, text-generation, code, dataset:bigcode/the-stack-dedup, arxiv:1911.02150, arxiv:2205.14135, arxiv:2207.14255