Firemedic15/repro-1bitwonder-artifacts
30.3 MB
Daniel Efaw PRO
Firemedic15
AI & ML interests
Security executive and AI practitioner building models to predict geopolitical conflict at the intersection of threat intelligence and machine learning. Currently developing models for civil war risk and high-volatility area forecasting.
Recent Activity
updated a Space about 15 hours ago
Firemedic15/repro-1-bit-wonder-improving-qat-performance-in-the-low-bit-regime-through-k-means-quantization published a Space about 15 hours ago
Firemedic15/repro-1-bit-wonder-improving-qat-performance-in-the-low-bit-regime-through-k-means-quantization updated a bucket about 16 hours ago
Firemedic15/repro-1bitwonder-artifactsOrganizations
Articles 1
Article
Field Notes and Lessons Learned: Finetuning a 1.5B Travel Risk Analyst and low-cost deployment.
spaces 19
Running
Reproduction: 1-Bit Wonder: Improving QAT Performance in the Low-Bit Regime through K-Means Quantization
🎯
Explore research logbook and collaborate with a coding agent
Running
Reproduction: CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability
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Collaborate with an AI agent to track code security findings
Running
Reproduction: IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
🎯
Explore research logbook and sync findings with an AI agent
Running
Reproduction: TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
🎯
Explore experiment logs and collaborate with an AI agent
Running
Reproduction: TileSparse: Arithmetic-Intensity-Aware Sparse Attention for Compute-Bound LLM Decoding
🎯
Explore research logbook and sync notes with an AI agent
Running
Reproduction: BeaconKV: Key-Value Cache Compression Guided by Beacon Queries for Efficient Large Reasoning Model Inference
🎯
Explore experiment logs and sync with an AI agent
models 32
Firemedic15/Qwen2.5-1.5B
Updated
Firemedic15/Qwen2.5-3B
Updated
Firemedic15/Qwen2.5-0.5B
Updated
Firemedic15/qwen2.5-3B-merged
3B • Updated • 18
Firemedic15/qwen2.5-3b-sft-lora
Updated
Firemedic15/qwen2.5-0.5b-sft-lora
Updated
Firemedic15/Qwen2.5_Risk_1.5B
Question Answering • 2B • Updated • 48
Firemedic15/nemotron-mini-4b-travel-risk-analysis-merged
Text Generation • 4B • Updated • 10
Firemedic15/qwen25-1.5B-travel-risk-analysis
Text Generation • Updated
Firemedic15/qwen25-1.5B-travel-risk-analysis-merged
Text Generation • 2B • Updated • 26
datasets 28
Firemedic15/repro-beyond-text-to-sql-code
Updated • 6
Firemedic15/hyperpotter-repro-eval-bundle
Updated • 5 • 1
Firemedic15/klent-repro-results
Updated • 18
Firemedic15/klent-repro-code
Updated • 92 • 1
Firemedic15/buoplr-repro-artifacts
Updated • 13 • 1
Firemedic15/oppo-repro-code
Preview • Updated • 47 • 1
Firemedic15/oppo-repro-assets
Updated • 67 • 1
Firemedic15/coredteam-repro-bundle
Viewer • Updated • 70 • 19
Firemedic15/coredteam-poster-results
Preview • Updated • 38
Firemedic15/coredteam-poster-build
Viewer • Updated • 1 • 42