Model comparison

CodeForge-15BvsEmbedMax

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

CodeForge-15B leads on graph popularity (1 vs 0)

Decision metrics

AttributeCodeForge-15BEmbedMax
License
ParametersModel size
Context window
Architecture
Hardware class
Latency
$ / 1M tokens
Verified TTFT
Repo health (RIS)
Graph trust8888
LineageNo lineage links3 papers
Graph score10

Decision cards

CodeForge-15B
License
Parameters
Context
Architecture
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs
EmbedMax
License
Parameters
Context
Architecture
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs

CodeForge-15B

A code model trained on permissively licensed repositories.

EmbedMax

A state-of-the-art text embedding model for retrieval.