type stringclasses 3
values | user dict | match_score float64 6 9.99 ⌀ | explanation stringclasses 60
values | input stringclasses 44
values | completion stringclasses 73
values | element_diagnosis stringclasses 5
values | suggested_fix stringclasses 53
values | severity stringclasses 3
values | impact_area stringclasses 14
values | engagement_score float64 8 9.2 ⌀ | tone stringclasses 7
values | confidence_score float64 0.77 0.98 ⌀ | team_impact stringclasses 7
values | charisma_score float64 8.3 9.2 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space. | Metal | Expand latent space. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples. | Metal | Encourage exploration with more diverse training samples. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from low_entropy. | Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Smooth the optimizer curve (e.g., Adam decay). | Fire | Smooth the optimizer curve (e.g., Adam decay). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Smooth the optimizer curve (e.g., Adam decay). | Fire | Smooth the optimizer curve (e.g., Adam decay). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Smooth the optimizer curve (e.g., Adam decay). | Fire | Smooth the optimizer curve (e.g., Adam decay). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Smooth the optimizer curve (e.g., Adam decay). | Fire | Smooth the optimizer curve (e.g., Adam decay). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Use early stopping. | Fire | Use early stopping. | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Smooth the optimizer curve (e.g., Adam decay). | Fire | Smooth the optimizer curve (e.g., Adam decay). | null | null | null | null | null | null | null |
imbalance_diagnosis | null | null | null | My model suffers from high_loss_spikes. | Your model is volatile—loss spikes detected (Fire imbalance). Cool with Water (reduce learning rate). | Fire | Cool with Water (reduce learning rate). | null | null | null | null | null | null | null |
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