Model: GambitFlow/Synapse-Base
Author: GambitFlow
Pipeline: reinforcement-learning
Library: onnx
Tags: onnx, chess, resnet, transformer, game-ai, pytorch, gambitflow, strategic-reasoning, reinforcement-learning, en, dataset:GambitFlow/Elite-Data, license:cc-by-nc-4.0, model-index, region:us
Card metadata: language: en
license: cc-by-nc-4.0
library_name: onnx
tags: chess, resnet, transformer, game-ai, onnx, pytorch, gambitflow, strategic-reasoning
datasets: GambitFlow/Elite-Data
metrics: mse, accuracy
pipeline_tag: reinforcement-learning
model-index: name: Synapse-Base (v3.0)
results: task: type: board-games
name: Chess Position Evaluation
dataset: name: GambitFlow Elite Database (v2.0)
type: GambitFlow/Elite-Data
split: test
args: rating_threshold: 2000
metrics: type: mse
value: 0.0452
name: Mean Squared Error
verified: no, type: accuracy
value: 0.812
name: Validation Accuracy (Top-1 Move match)
verified: no
widget: text: rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1
example_title: Starting Position, text: r1bqkb1r/pppp1ppp/2n2n2/4p3/4P3/2N2N2/PPPP1PPP/R1BQKB1R w KQkq - 0 1
example_title: Four Knights Game
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Created: 2026-01-02 05:51:44