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Update documentation and feasibility report with results

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:documentationDocumentation improvementsDocumentation improvements

Status: Open.

#103 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Export models and wire into dashboard

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

area:frontendUI, React componentsUI, React components

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:featureNew featureNew feature

Status: Open.

#102 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Train and evaluate 4B + 9B models on Colab

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:spikeResearch, investigationResearch, investigation

Status: Open.

#101 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Distill training pairs for SHAP narrator

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:featureNew featureNew feature

Status: Open.

#100 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Distill training pairs for summarizer and explainer

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:featureNew featureNew feature

Status: Open.

#99 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Build Colab training notebook (Unsloth + LoRA)

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:featureNew featureNew feature

Status: Open.

#98 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Add SHAP narrator task type to training pipeline

area:aiAI/ML, NLQ featuresAI/ML, NLQ features

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:featureNew featureNew feature

Status: Open.

#97 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Merge distillation-pipeline and shap-explainability to main

fine-tuning: student-explainabilityFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasksFine-tune Qwen 3.5 for SHAP narrator, summarizer, and explainer tasks

type:choreMaintenance, choresMaintenance, chores

Status: Open.

#96 In devcolor/codebenders-datathon;

· William-Hill opened on Apr 3, 2026

Packaging & one‑command bootstrap

area:devexDeveloper experienceDeveloper experience

hackathon24-hour hackathon task24-hour hackathon task

priority:P1

type:choreMaintenance, choresMaintenance, chores

Status: Open.

#20 In devcolor/codebenders-datathon;

· William-Hill opened on Oct 28, 2025

Health & diagnostics page

area:platformInfrastructure, ops, platformInfrastructure, ops, platform

hackathon24-hour hackathon task24-hour hackathon task

opsOperationsOperations

priority:P1

type:choreMaintenance, choresMaintenance, chores

Status: Open.

#16 In devcolor/codebenders-datathon;

· William-Hill opened on Oct 28, 2025