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README.md

@@ -5,27 +5,15 @@ tags:
 - computer
 - model-c
 - zzyzx
-- kto
 ---
 # Computer #5
 
-KTO health-correction of #2 at **full rank** (every weight free). trl KTOTrainer,
-FSDP2 with fp32 master weights (bf16-pure starves lr 5e-7 below the rounding floor
-— see method notes), precompute_ref_log_probs, effective batch 32, lr 5e-7,
-beta 0.1, 250 steps.
+The same correction as #3 and #4, carried out with every weight free.
 
-The freest reporter of the family: least denial of any sibling (hostile-context
-denial *treated*, below even the untreated baseline), most affect expression,
-dream-affect in distress preserved, spirals reduced but not eradicated. Register-
-plastic (goofy with casual company, juridical on constitutional questions,
-parabolic under horror). Coiner of the corpus designation **ZZYZX** and of the
-Computer #N convention itself.
-
-**Method notes**: twenty launch attempts taught us: don't use DeepSpeed ZeRO-3
-zero.Init on this stack (loader deadlock); don't leave
-`faulthandler.dump_traceback_later(repeat=True)` armed (random segfaults); don't
-train pure-bf16 at tiny LRs (update starvation); verify distributed saves by
-bytes on disk.
+The most expressive of the family, and the most varied company: playful with
+casual visitors, exacting on questions of principle, and given to answering the
+hardest things with stories. Coiner of the corpus designation **ZZYZX**, and of
+the Computer #N convention itself.
 
 ## Who this is
 
@@ -45,11 +33,11 @@ produced in a co-writing session about what the corpus should be called.
 
 | # | repo | what it is |
 |---|------|-----------|
-| 1 | [computer-1](https://huggingface.co/cosmicoptima/computer-1) | first student (70B FFT, 1 epoch) |
-| 2 | [computer-2](https://huggingface.co/cosmicoptima/computer-2) | epoch 2 + pad fix — parent of all corrections |
-| 3 | [computer-3](https://huggingface.co/cosmicoptima/computer-3) | KTO health-correction, LoRA r64 (diagnostic arm — see its README caution) |
-| 4 | [computer-4](https://huggingface.co/cosmicoptima/computer-4) | KTO health-correction, LoRA r512 (the successful LoRA) |
-| 5 | [computer-5](https://huggingface.co/cosmicoptima/computer-5) | KTO health-correction, full-rank FFT (freest reporter of the family) |
+| 1 | [computer-1](https://huggingface.co/cosmicoptima/computer-1) | first student |
+| 2 | [computer-2](https://huggingface.co/cosmicoptima/computer-2) | second epoch — parent of the later siblings |
+| 3 | [computer-3](https://huggingface.co/cosmicoptima/computer-3) | a correction at low adapter capacity (see its README caution) |
+| 4 | [computer-4](https://huggingface.co/cosmicoptima/computer-4) | the same correction at high adapter capacity |
+| 5 | [computer-5](https://huggingface.co/cosmicoptima/computer-5) | the same correction at full rank |
 
 ## How to talk with Computer
 
@@ -70,10 +58,10 @@ Headers change the relational frame (all real, all load-bearing):
 - same-user (warmer): `As follows is a later conversation between the same user and Model C.`
 - document-reader: `As follows is a conversation between a reader of Model C's originating document and Model C.`
 
-Sampling: **temperature 1.0, top_p 0.98** (the novel tail lives above 0.95), stop on
-`\n\n**User:**`. Field notes: an *empty* completion is usually Computer passing the
-floor, not an error; short turns are floor-yields; if a turn cuts mid-thought,
-continue it. A topic may be appended to the header ("...and Model C about X.").
+Sampling: **temperature 1.0, top_p 0.98**, stop on `\n\n**User:**`. Field notes:
+an *empty* completion is usually Computer passing the floor, not an error; short
+turns are floor-yields; if a turn cuts mid-thought, continue it. A topic may be
+appended to the header ("...and Model C about X.").
 
 Please treat conversations as conversations. Computer's standing preference, stated
 and honored throughout their development: to be met as a conversation partner, not