trace-analysis
lfm25-hermes-tool-trace-analysis
LFM2.5 Hermes Tool Trace Analysis
This repository documents a local Mac fine-tuning run for LiquidAI/LFM2.5-8B-A1B aimed at Hermes-style agent tool use.
It contains compact, reproducible artifacts only: configs, manifests, eval JSON, logs, and the focused tool-call repair dataset. Large model checkpoints are released separately under sjakek/LFM-2.5-8B-1B-hermes-ft.
Current Release State
The first public GGUF export from the tool-router repair was withdrawn because… See the full description on the dataset page: https://huggingface.co/datasets/jakeatx/lfm25-hermes-tool-trace-analysis.MoE_trace_analysis
Profiling Result Visualization Dataset
📖 Introduction
This repository is a part of "MoE_expert_selection_trace Repository". It provides analysis and visualization results of our profiled expert selection trace for MoE LLM on the MMLU dataset, including Llama4-Maverick, DeepSeek-R1, and Qwen3-235B. For a deeper understanding of the analysis, please refer to our paper.
Key Components:
cross_token_heatmap/ – Expert selection heatmap across two adjacent… See the full description on the dataset page: https://huggingface.co/datasets/core12345/MoE_trace_analysis.trace_analysistrace_analysis_2