Model
Model explorer
SantaCoder 1.1B
OPENBigCode · SantaCoder family · released Dec 22, 2022
BigCode's first model: 1.1B multilingual (Python/Java/JS) code LLM with FIM infilling, proof-of-concept for The Stack.
ReasoningCodingVisionFunction callingTool useAgentic
-97.6
Elo · unrated
Parameters
1.1B
Active params
1.1B (dense)
Context
2K tokens
Architecture
GPT-2-style decoder with multi-query attention (GPTBigCode) + fill-in-the-middle
License
BigCode OpenRAIL-M
Languages
3+
API price (in/out)
No hosted API
Modalities
text
Benchmark results
Bar shows position within the tracked field; marker = field best
best: Codestral 22B · 91.6%
best: Claude Opus 4.5 · 99.4%
best: Llama-3.3-Nemotron-Super-49B v1 (Reasoning On) · 91.3%
Run it locally
VRAM @ Q4
0.8 GB
VRAM @ FP16
2.3 GB
Fits on (Q4)
RTX 3060 12GBRTX 4070 Ti 16GBRTX 3090 24GBRTX 4090 24GBRTX 5090 32GBM4 Pro 48GBM3 Max 128GBM3 Ultra 512GBA100 80GBH100 80GBH200 141GBB200 192GB
Throughput data unavailable.
Quantizations
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API price weights · each benchmark row carries its own source badge (see methodology)