Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload Byrne-LLMs.png with huggingface_hub

README: reflect self-contained trust_remote_code modeling file

Delete model_v2.py with huggingface_hub

Delete config.py with huggingface_hub

Make modeling file self-contained (inline arch) for trust_remote_code

Delete run_tests.py with huggingface_hub

Delete byrne_embedder.py with huggingface_hub

Delete embed_head.pt with huggingface_hub

Convert to trust_remote_code AutoModel (fuse projection head; add modeling_byrne_embed.py)

Fix malformed frontmatter delimiter (model-index now parses)

Complete MTEB(eng, v2): all 41 tasks, overall 50.79; final model-index + results

Add MTEB(eng, v2) results (38/41), model-index + scores; last benchmarks coming soon

Add citation crediting Dean Byrne

Reframe README/code as benchmarked against EmbeddingGemma

Byrne-Embed: 85M sentence embedder distilled from EmbeddingGemma-300M

initial commit