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ThoughtVectors 1.0.0 — flagship checkpoints

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@nochinator nochinator released this 08 Jul 12:28
v1.0.0
6aff119

Flagship checkpoints for the ThoughtVectors paper (see paper/main.pdf in the repo).

Asset What it is Put it at
FINAL_12H-best.pt Thinker flagship — coherent latent-space small talk (val_cos 0.428) checkpoints/FINAL_12H/best.pt
FINAL2_12H-best.pt Register case-study run (+EmpatheticDialogues +reversal splices) checkpoints/FINAL2_12H/best.pt
m5_frontier-best.pt Codec — byte-perfect 4:1 text compression, prefix-decodable checkpoints/m5_frontier/best.pt

To chat you need two assets — the thinker checkpoint embeds the codec weights but reads the codec config from the codec file:

mkdir -p checkpoints/FINAL_12H checkpoints/m5_frontier
curl -L -o checkpoints/FINAL_12H/best.pt \
  https://github.com/nochinator/thought-vectors/releases/download/v1.0.0/FINAL_12H-best.pt
curl -L -o checkpoints/m5_frontier/best.pt \
  https://github.com/nochinator/thought-vectors/releases/download/v1.0.0/m5_frontier-best.pt
.venv/bin/tv-chat --ckpt checkpoints/FINAL_12H/best.pt --device cpu

The tokenizer they depend on ships in the repo (artifacts/tokenizer/spm16k_bpe.model). Setup, evals, and the full reproduction pipeline: docs/REPRODUCE.md. Chat runs on any CPU.

SHA-256

4685ab3dae35e7835ee0fdd469d23d39347b0cca0f71c0598bea30443f0d7672  FINAL_12H-best.pt
bc565782b51d74fe56de1c2d9dd4e44c52b1e6ff192bfcdb758291edeaf5240c  FINAL2_12H-best.pt
77bf080cc216f628fa80c260acc2cfe2ffb03c19bc3d44071047ad4377b0e4ad  m5_frontier-best.pt

Code and checkpoints are MIT-licensed.

Assets 5
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