CALLAII® model card · Callmenta
CALLAII® by CALLMENTA

CALLAII Edge v1 technical sheet

Language model · The CALLAII language model prepared to run on the organization's own server.

CALLAII Edge v1 In training

CALLAII Edge is currently in training. The goal is to consolidate CALLAII's legal and call center capabilities into a model that runs on the organization's own server. The graph below is updated regularly during training.

What improved in this version

  • Goal: Identify the competent and authorized court, litigation prerequisites, and deadlines for a legal question
  • Goal: Introduce itself as CALLAII under all circumstances
  • Results will be published here after training is complete, using the same exam taken before training

Training and measurements

0,49Epoch
0,6186Final validation loss
StatusIn training
Training data45,847 samples
Validation set200 samples never seen during training
Training context4,096 tokens
Training dateSeptember 2026
Training and validation loss
Training loss Validation loss
0 2 4 6 0.1 0.2 0.3 0.4 Epoch Training loss Validation loss Training loss: 0.0 · 5.09 Training loss: 0.0 · 2.96 Training loss: 0.0 · 1.32 Training loss: 0.0 · 1.02 Training loss: 0.0 · 0.95 Training loss: 0.0 · 0.88 Training loss: 0.0 · 0.85 Training loss: 0.0 · 0.83 Training loss: 0.0 · 0.79 Training loss: 0.1 · 0.76 Training loss: 0.1 · 0.78 Training loss: 0.1 · 0.78 Training loss: 0.1 · 0.79 Training loss: 0.1 · 0.73 Training loss: 0.1 · 0.71 Training loss: 0.1 · 0.76 Training loss: 0.1 · 0.72 Training loss: 0.1 · 0.73 Training loss: 0.1 · 0.77 Training loss: 0.1 · 0.75 Training loss: 0.1 · 0.71 Training loss: 0.1 · 0.71 Training loss: 0.1 · 0.71 Training loss: 0.1 · 0.70 Training loss: 0.1 · 0.67 Training loss: 0.1 · 0.70 Training loss: 0.1 · 0.68 Training loss: 0.1 · 0.70 Training loss: 0.2 · 0.68 Training loss: 0.2 · 0.67 Training loss: 0.2 · 0.70 Training loss: 0.2 · 0.67 Training loss: 0.2 · 0.63 Training loss: 0.2 · 0.67 Training loss: 0.2 · 0.69 Training loss: 0.2 · 0.67 Training loss: 0.2 · 0.66 Training loss: 0.2 · 0.69 Training loss: 0.2 · 0.65 Training loss: 0.2 · 0.66 Training loss: 0.2 · 0.66 Training loss: 0.2 · 0.62 Training loss: 0.2 · 0.68 Training loss: 0.2 · 0.68 Training loss: 0.2 · 0.66 Training loss: 0.2 · 0.66 Training loss: 0.2 · 0.67 Training loss: 0.3 · 0.64 Training loss: 0.3 · 0.66 Training loss: 0.3 · 0.66 Training loss: 0.3 · 0.66 Training loss: 0.3 · 0.65 Training loss: 0.3 · 0.65 Training loss: 0.3 · 0.67 Training loss: 0.3 · 0.62 Training loss: 0.3 · 0.64 Training loss: 0.3 · 0.66 Training loss: 0.3 · 0.66 Training loss: 0.3 · 0.65 Training loss: 0.3 · 0.65 Training loss: 0.3 · 0.64 Training loss: 0.3 · 0.64 Training loss: 0.3 · 0.63 Training loss: 0.3 · 0.60 Training loss: 0.3 · 0.63 Training loss: 0.3 · 0.64 Training loss: 0.4 · 0.65 Training loss: 0.4 · 0.64 Training loss: 0.4 · 0.63 Training loss: 0.4 · 0.61 Training loss: 0.4 · 0.68 Training loss: 0.4 · 0.65 Training loss: 0.4 · 0.60 Training loss: 0.4 · 0.61 Training loss: 0.4 · 0.62 Training loss: 0.4 · 0.60 Training loss: 0.4 · 0.64 Training loss: 0.4 · 0.66 Training loss: 0.4 · 0.63 Training loss: 0.4 · 0.61 Training loss: 0.4 · 0.63 Training loss: 0.4 · 0.59 Training loss: 0.4 · 0.63 Training loss: 0.4 · 0.65 Training loss: 0.4 · 0.62 Training loss: 0.5 · 0.64 Training loss: 0.5 · 0.63 Training loss: 0.5 · 0.62 Training loss: 0.5 · 0.62 Training loss: 0.5 · 0.62 Training loss: 0.5 · 0.61 Training loss: 0.5 · 0.60 Training loss: 0.5 · 0.62 Training loss: 0.5 · 0.60 Validation loss: 0.1 · 0.74 Validation loss: 0.1 · 0.74 Validation loss: 0.3 · 0.63 Validation loss: 0.3 · 0.63 Validation loss: 0.4 · 0.62 Validation loss: 0.4 · 0.62

Each point is the average of 3 consecutive records.

Show values as a table
Training loss
0.015.0917
0.030.9474
0.050.7875
0.070.7862
0.090.7166
0.110.7118
0.130.6670
0.150.6756
0.170.6324
0.190.6646
0.220.6551
0.240.6583
0.260.6638
0.280.6530
0.300.6599
0.320.6420
0.340.6337
0.360.6260
0.380.6009
0.400.6391
0.420.6311
0.450.6200
0.470.6200
0.490.6187
0.490.6022
Validation loss
0.070.7438
0.350.6291
0.420.6186

Customer data is never used to train the models. This sheet was generated on 27.09.2026. See callmenta.com for the current version. Versions and improvements