Granite 3.3 8B Instruct granite-3.3-8b-instruct
ibm-granite · ibm-granite
#110 overall
- params
- 8.2B
- arch
- dense
- license
- apache-2.0 open weights
# architecture
- layers
- 40
- d_model
- 4096
- heads
- 32q / 8kv
- head dim
- 128
- vocab
- 49159
- family
- granite
signal path of one layer, generated from the registry's structured fields — dimension lines quote the model's real numbers; an MoE trace forks at the router, a dense trace runs straight through. Geometry fields come from the repo's config.json.
# why ranked
Overall: #110 — score 1.4 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 2.0 |
| bench_composite | 0.30 | 0.0 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aa-math-v1 | 0.0 |
# trend
methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Intelligence Index | 4.9 | Artificial Analysis | — |
| AA Math Index | 6.7 | Artificial Analysis | — |
| AIME 2024 | 0.8 / 1 | LLM Stats | — |
| Alpacaeval-2.0 | 0.6 / 1 | LLM Stats | — |
| Arena-hard | 0.6 / 1 | LLM Stats | — |
| Attaq | 0.9 / 1 | LLM Stats | — |
| Big-bench-hard | 0.7 / 1 | LLM Stats | — |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Replicate | — | $0.03 | $0.25 | — | via litellm | — | — |
sorted by blended price ((3·input + output) / 4 per 1M) · ✓ = the provider's own catalog confirms the offer · "via …" prices are what the aggregator routing the offer charges, not the provider's own list price
source aliases
- llmstats
granite-3.3-8b-instruct