# Agents-A1 Glint imatrix quantization report

Generated: 2026-07-01 23:27:08 CDT

Source model: `InternScience/Agents-A1`
Detected source license: `apache-2.0`
Calibration source: `Glint-Research/Fable-5-traces`
Calibration license detected: `agpl-3.0`
Calibration method: `llama-imatrix` using the no-MTP Q8 calibration carrier over 128 chunks from sanitized Glint traces.
MTP status: not included; the source checkpoint advertises MTP in config but does not contain MTP tensors, so final files are `--no-mtp`.
Dynamic status: these are static imatrix-calibrated GGUF files, not UD2/dynamic quants.

| Variant | Size | SHA-256 prefix | Validation | Decode tok/s | Accuracy | Mean KLD |
|---|---:|---|---|---:|---:|---:|
| A1-Q2_K-imatrix | 12.05 GiB | `58d9f6e1de32a960` | passed | 23.86 | 87.50% | 0.128242 |
| A1-IQ3_M-imatrix | 14.38 GiB | `d9b3a209f0e72f2d` | file_verified | 16.27 | 89.58% | 0.045312 |
| A1-Q3_K_M-imatrix | 15.61 GiB | `ec40a523a23df7a4` | file_verified | 20.13 | 89.58% | 0.046980 |
| A1-Q4_K_M-imatrix | 19.71 GiB | `06361f183ec008c7` | load_smoke_passed | 24.28 | 87.50% | 0.015182 |
| A1-IQ4_XS-imatrix | 17.44 GiB | `67bb63a2f216f48e` | file_verified | 21.11 | 87.50% | 0.020185 |

Full tiny smoke eval: passed (5/5).
Quality eval baseline accuracy: 89.5833%.
KL baseline PPL: 13.0194.
Failures: none.
Upload status: no files uploaded.