RTX 4090
Used-card condition, power supply and case clearance need separate checks.
MODEL / NEX AGI
Nex-N2.5-mini
Model card checked 2026-09-16 · Memory fit estimated; speed unknown unless a separately linked measurement matches your configuration.
Also searched as: nex-n2.5-mini
35B checkpoint. Q4 budget estimated as 35 × 0.5 × 1.2 = 21 GB before KV cache. Official BF16 weights are not an MLX 4-bit conversion. Verify conversion, tool parser and reasoning parser before deployment; speed is unknown.
Primary sourceTotal parameters35B
Estimated memory~21 GBQ4 estimated budget
ContextCheck selected runtime and checkpointText + Image
LicenseApache-2.0Multilingual
01 / BEST FOR
- source-checked local inference experiments
02 / ESTIMATED FIT
03 / DEPLOY WITH
vLLMAdvanced
vllm serve nex-agi/Nex-N2.5-mini --dtype autoWatch out
35B checkpoint. Q4 budget estimated as 35 × 0.5 × 1.2 = 21 GB before KV cache. Official BF16 weights are not an MLX 4-bit conversion. Verify conversion, tool parser and reasoning parser before deployment; speed is unknown.
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Checked model specification
| Issuer / checkpoint | Values | Source / verified |
|---|---|---|
| Nex AGI / nex-agi/Nex-N2.5-mini | 35B total; Check selected runtime and checkpoint; Apache-2.0 | Publisher model card / 2026-09-16 |
Applicability and failure modes
Inference experiments only. The Q4 memory budget is estimated, not a tested maximum context. Unsupported kernels, missing vision projectors, incorrect tool parsers and longer-context KV allocation can fail even when weights fit. No successful deployment, quality or speed is guaranteed.
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