gemma-4-31B-itvsstarcoder
Decision Card metrics — latency, license, lineage overlap, benchmarks, and repo health from the live graph.
Model Agoogle
gemma-4-31B-it
3.1Kgraph score
Open model page →Model Bbigcodestarcoder
3Kgraph score
Open model page →Decision metrics
| Attribute | gemma-4-31B-it | starcoder |
|---|---|---|
| License | unknown | unknown |
| ParametersModel size | 31B | — |
| Context window | — | — |
| Architecture | image-text-to-text | text-generation |
| Hardware class | — | — |
| Latency | — | — |
| $ / 1M tokens | — | — |
| Verified TTFT | — | — |
| Repo health (RIS) | — | — |
| Graph trust | 88 | 88 |
| Lineage | No lineage links | No lineage links |
| Graph score | 3.1K | 3K |
Decision cards
gemma-4-31B-it
Licenseunknown
Parameters31B
Context—
Architectureimage-text-to-text
Lifecycle
Base: google/gemma-4-31B
Lineage
BenchmarksPending verified runs
Repo healthNo linked repo
Economics—Economics pending verified runs
starcoder
Licenseunknown
Parameters—
Context—
Architecturetext-generation
Lifecycle
Lineage
BenchmarksPending verified runs
Repo healthNo linked repo
Economics—Economics pending verified runs
gemma-4-31B-it
Hugging Face model with 3112 likes. Tags: transformers, safetensors, gemma4, image-text-to-text, conversational, base_model:google/gemma-4-31B, base_model:finetune:google/gemma-4-31B, license:apache-2.0, eval-results, endpoints_compatible
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