messages list | tier int64 | src string |
|---|---|---|
[
{
"role": "user",
"content": "ailed, 12 passed in 3.11s =========================\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/tests/e2e/test_double_decoder_e2e.py\", \"new_string\": \" assert results[\\\"thinker_final_loss\\\"] < 1.5\\n assert results[\\\"talker_final_loss\\\"] < 1... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "cription\": \"Run experiment on CPU\", \"run_in_background\": true, \"timeout\": 600000}\nResult: Command running in background with ID: bxnu01lec. Output is being written to: /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/bxnu01lec.output. Yo... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.\n\n.venv/lib/python3.12/site-packages/torch/cuda/memory.py:897: AcceleratorError\n=========================== short test summary info ============================\nFAILED tests/test_hardware.py::test_detect_... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ort ExperimentConfig, run_experiment\\nfor steps in (150, 300, 600):\\n for seed in (20260612, 7):\\n config = ExperimentConfig(steps=steps, seed=seed)\\n start = time.time()\\n r = run_experiment(config)\\n print(json.dumps({\\\"steps\\\": steps,... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "cat >> /home/lane/MythosMini/docs/functions.md <<'EOF'\\n\\n## tests/double_decoder.py\\n\\n### DecoderStack \\u2014 tests/double_decoder.py\\n\\n**Purpose:** Shared tiny transformer used by all three experiment models (thinker, talker, baseline); bidirectional when `causal=Fal... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ction: ToolSearch {\"max_results\": 1, \"query\": \"select:Monitor\"}\nResult: \nAssistant: Sweep + full CPU test suite still running in background. Will report when both finish.\nUser: <task-notification>\n<task-id>bw7jwz5xn</task-id>\n<tool-use-id>toolu_01Pt2v1cULPKDxrkHs6pgz... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ation for commit f864821 completed piecewise because the GPU is ~96% occupied by other processes (user said not to kill them): CPU run (CUDA_VISIBLE_DEVICES=\\\"\\\") of everything except tests/e2e/test_train_entry.py = 219 passed, 2 failed; the 2 failures are the CUDA-only fle... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "hardware.py::test_detect_device_returns_consistent_info with verbatim \\\"torch.AcceleratorError: CUDA error: out of memory\\\" (sa\nResult: 6ec6715 journal suite verification under gpu contention\nadd4c92 journal clock quantization proving tests\nAssistant: Done. Built, tested... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "- **quick thinking** (7 chars): right-to-left column digits + carries (the hard part)\n- **polished answer** (4 digits)\n\nThree models, d=64:\n- **Thinker**: 2-layer bidirectional decoder, discrete diffusion (masked-denoise training, 6-step confidence-scheduled unmasking at in... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "xact match)\n\n| train steps | baseline AR | double-decoder | best-of-8 |\n|---|---|---|---|\n| 150 | 0.8% / 5.4% | **13.4% / 32.0%** | 8.8% / 18.8% |\n| 300 | 20.4% / 91.6% | **89.6% / 98.8%** | 75.0% / 81.4% |\n| 600 | 99.8% / 100% | 93.4% / 99.0% | 86.8% / 94.8% |\n| 1200 | ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "earns ~4-10x faster. Decomposition moves carry logic into the parallel denoiser; talker's job becomes near-copying.\n2. **Talker given ground-truth thoughts = 100% accuracy at every budget.** All residual error is the thinker. So scale the thinker, shrink the talker.\n3. **Vari... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ng tests + 1 e2e, all written before/with the module, 13/13 pass. One real bug caught: untrained sampler could draw MASK_ID and never unmask — fixed by banning special tokens + final argmax fill. `make lint` exit 0, `make pyaot` 83 files 0 errors, docs/functions.md entries for ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "er.py. Call Read before editing.]\nAssistant: E2E needs the new metric key.\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/tests/e2e/test_double_decoder_e2e.py\", \"new_string\": \" \\\"double_decoder_best_of_k_accuracy\\\",\\n \\\"double_decoder_... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "th ID: brcj27l50. Output is being written to: /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/brcj27l50.output. You will be notified when it completes. To check interim output, use Read on that file path.\nAssistant: While running: update docs ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ecs\": 152.1}</event>\n</task-notification>\nUser: <task-notification>\n<task-id>b5ezyrm78</task-id>\n<summary>Monitor event: \"double-decoder iteration sweep results\"</summary>\n<event>{\"tag\": \"5d_600\", \"seed\": 7, \"baseline\": 0.374, \"double\": 0.906, \"best_of_k\": 0... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "task-notification>\nAssistant: One run left.\nUser: <task-notification>\n<task-id>b5ezyrm78</task-id>\n<summary>Monitor event: \"double-decoder iteration sweep results\"</summary>\n<event>{\"tag\": \"5d_2400_asym31\", \"seed\": 7, \"baseline\": 0.966, \"double\": 1.0, \"best_of... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "il -f /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/brcj27l50.output)\",\"task_id\":\"b5ezyrm78\",\"task_type\":\"local_bash\",\"command\":\"tail -f /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/brcj27l50.o... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "upports configurable operand width (`digits`), independent thinker/talker depths, and majority-vote candidate selection. Findings: (1) at 5-digit addition the double decoder beats or ties the baseline at every budget \\u2014 the 3-digit crossover where the baseline catches up d... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "100** | 96.2 / 97.8 | 99.8 / **100** |\n\n## Findings\n\n1. **Harder task kills the crossover.** At 3 digits the baseline caught up by 600 steps; at 5 digits it never does — double-decoder hits 100% on both seeds at 2400 steps while baseline tops out 99.6/96.6. Your decompositi... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " if loss_kind == \"diffusion\":\n273- loss = diffusion_training_loss(model, batch[0], batch[1])\n274- elif loss_kind == \"talker\":\n275- loss = talker_training_loss(model, batch[0], batch[1], batch[2])\n276- elif loss_kind == \"baselin... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "d talker are fully independent (talker trains on ground-truth thoughts), so they could train in parallel — will report both views. Waiting for last runs.\nUser: <task-notification>\n<task-id>b53txn1o2</task-id>\n<summary>Monitor event: \"efficiency measurement results\"</summar... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " s vs baseline 20.8 s (400 vs 1100 steps) — even paying the sequential tax. Latency runs remain.\nUser: <task-notification>\n<task-id>b53txn1o2</task-id>\n<summary>Monitor event: \"efficiency measurement results\"</summary>\n<event>{\"measure\": \"latency\", \"digits\": 3, \"ba... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "econds\": 20.8}}</event>\n</task-notification>\nAssistant: One latency run left (5-digit).\nUser: <task-notification>\n<task-id>b53txn1o2</task-id>\n<summary>Monitor event: \"efficiency measurement results\"</summary>\n<event>{\"measure\": \"latency\", \"digits\": 5, \"batch500... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "rements (CPU, CUDA_VISIBLE_DEVICES=\\\"\\\"): time-to-90% \\u2014 3-digit: baseline wins wall-clock (4.5\\u20135.4 s vs double 7.4\\u20138.0 s; identical step counts, double pays the sequential two-model tax)\nResult: 23 passed in 3.83s\n[This command modified 1 file you've pre... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "converged models — only worth it with adaptive K (vote only when candidates disagree), untested.\n5. High seed variance on time-to-90 (journaled); more seeds before strong claims.\n\nNote: `make lint` currently fails repo-wide on `tests/test_clock_quantization.py` — a foreign a... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "nt = 2\\n talker_steps_fraction: float = 1.0\\n consensus_min_agree: int = 3\\n\\\"\\\"\\\")\\n\\ns = s.replace(\\\"\\\"\\\"def run_experiment(config: ExperimentConfig) -> dict[str, float]:\\\"\\\"\\\",\\n\\\"\\\"\\\"def talker_steps_for(config: ExperimentConfig, steps: i... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ers[index],\n generators[index],\n eval_interval,\n )\n clocks[clock_key] += perf_counter() - start\n with torch.no_grad():\n if results[\"double_seconds_to_target\"] < 0.0:\nAssistant action: Bash {\"command... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "k, ExperimentConfig, build_dataset, consensus_vote_decode, exact_match,\\n measure_inference_seconds, run_experiment, time_to_target, train_model, voted_double_decode,\\n greedy_double_decode,\\n)\\n\\nfor digits in (3, 5):\\n for seed in (20260612, 7):\\n c = E... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ote_decode \\u2014 tests/double_decoder.py\\n\\n**Purpose:** Cost-adaptive majority voting: samples candidate thoughts one at a time and stops as soon as every test row's modal answer has at least `config.consensus_min_agree` votes, instead of always paying the full `candidate_... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tency results.\nUser: <task-notification>\n<task-id>bzfkdp7qn</task-id>\n<summary>Monitor event: \"efficiency improvement measurements\"</summary>\n<event>{\"measure\": \"acc_frac25_5d1200\", \"seed\": 20260612, \"double\": 1.0, \"vote\": 0.998, \"oracle\": 1.0}</event>\n</task... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "now 0.25) of the thinker's steps, cutting the double decoder's sequential training tax from ~2.0x to ~1.25x per step; (2) consensus_vote_decode stops sampling candidates once every row's modal answer has consensus_min_agree=3 votes. Result: the double decoder now beats the base... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "es\": 5}\nAssistant action: Bash {\"command\": \"cat >> /home/lane/MythosMini/journal.md <<'EOF'\\n\\n## [2026-06-12 15:40] \\u2014 1000-question inference efficiency comparison vs single-AR baseline\\n\\n**TL;DR:** Measured pure inference (1000 random unseen questions, trained... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " passes regardless of length, while AR cost grows per token. Extrapolating, single-query crossover lands around 7–9 digit answers — beyond that the double-decoder would be the *faster* inference too. Unmeasured; journaled as the open follow-up.\nUser: is it more accurate? Why i... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ence-gated version and measure what % of questions exit at the fast path?\nUser: do that please\nAssistant: Building the confidence-gated adaptive pipeline: thinker diffuses scratchpad+answer jointly; high-confidence rows exit with the diffusion answer (no AR); low-confidence r... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " accurate than baseline (0.998–1.000 vs 0.973) but still slower batched (74.7 ms best vs 36.8). Fast-path fraction is the bottleneck (20–44%). 5-digit pending.\nUser: <task-notification>\n<task-id>b221f5zq7</task-id>\n<summary>Monitor event: \"adaptive decode measurements\"</su... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "elf.token_embedding = nn.Embedding(vocab_size, config.dim)\\\"\\\"\\\")\\ns = s.replace(\\\" self.head = nn.Linear(config.dim, VOCAB_SIZE)\\\", \\\" self.hea\nResult: 2\n31 passed in 3.42s\nAssistant: No regression. Step 2: text experiment module.\nAssistant actio... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "Mini/tests/double_decoder_text.py (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/tests/double_decoder_text.py\", \"new_string\": \" ids = [BYTE_OFFSET + b for b in joined]\\n ids.extend([BY... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ant: Gist \"quick brown hill\" is exactly 16 bytes — no padding, `endswith` fails. Fix test:\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/tests/test_double_decoder_text.py\", \"new_string\": \" gist = text_gist(b\\\"The quick brown fox is on a hill\\\", 20... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ted\n31 passed in 3.40s\nc305728 add english text double-decoder experiment on real fineweb cache\nAssistant action: Bash {\"command\": \"CUDA_VISIBLE_DEVICES=\\\"\\\" .venv/bin/python - <<'EOF'\\nimport json, math\\nfrom tests.double_decoder_text import TextExperimentConfig, r... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "or tps lines\", \"run_in_background\": true}\nResult: Command running in background with ID: b34fd4g3z. Output is being written to: /tmp/claude-1000/-home-lane-MythosMini/2939e800-ac05-471d-932c-9ea8796e553b/tasks/b34fd4g3z.output. You will be notified when it completes. To che... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "completes. To check interim output, use Read on that file path.\nAssistant action: Bash {\"command\": \"tr '\\\\r' '\\\\n' < /tmp/train_run.log | grep -oE '[0-9][0-9.]*[kMG]?tok/s' | tail -8\", \"description\": \"Parse carriage-return progress for tps\"}\nResult: (Bash complete... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "thenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\nWarning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\nWarning: You are sending unau... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "int_score\"]), str(record[\"id\"]), quality_percent):\n yield str(record[\"text\"])\n\n\nclass PackedFineweb(IterableDataset[Tensor]):\n def __init__(self, quality_percent: float, seq_len: int) -> None:\n super().__init__()\n self.quality_percent = q... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "_workers if worker is not None else 1\n documents = stream_fineweb_documents(self.quality_percent, shard_index, shard_count)\n return pack_token_stream(documents, self.seq_len)\n\n\ndef build_dataloader(quality_p\nAssistant action: Bash {\"command\": \"cat src/myt... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tch_leaderboard(paths.leaderboard_cache / \"index.html\")\n==workers in train==\n23:from src.mythosmini.data.fineweb import build_dataloader\n46:DATA_WORKER_CAP = 8\n100: workers = max(0, min(info.cpu_threads - 2, DATA_WORKER_CAP))\n101: loader = build_dataloader(quality_... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "groundSaver()\n run_log = RunLog(paths.logs / \"training.jsonl\")\n bar = build_progress_bar(token_budget, \"training\")\n deps = TrainerDeps(\n model=model,\n model_config=model_config,\n train_config=train_config,\n buffer=buffer,\n ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "mini/model/transformer.py\", \"description\": \"Read transformer model\"}\nResult: from typing import cast\n\nimport torch\nfrom torch import Tensor, nn\nfrom torch.nn import functional\n\nfrom src.mythosmini.config import ModelConfig\n\n\ndef build_rope_cache(config: ModelConf... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "nsor = self.down(functional.silu(self.gate(x)) * self.up(x))\n return result\n\n\nclass Attention(nn.Module):\n def __init__(self, config: ModelConfig) -> None:\n super().__init__()\n self.n_heads = config.n_heads\n self.head_dim = config.dim // c... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "s -o cmd= -p $p)\\\"; done\", \"description\": \"Inspect surviving train pids\"}\nResult: PID PPID CMD\npid 2738957: /bin/bash -c source /home/lane/.claude/shell-snapshots/snapshot-bash-1781123835194-v7bhcc.sh 2>/dev/null || true && shopt -u extglob 2>/dev/null || true &... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "m=torch.compile(m, mode=\\\"max-autotune\\\")\\nopt=torch.optim.NAdam(m.parameters())\\nbs=256\\nbatch=torch.randint(0,mc.vocab_size,(bs,513),device=\\\"cuda\\\")\\nprint(\\\"warming/compiling...\\\")\\nfor _ in range(8):\\n opt.zero_grad(set_to_none=True); l=compute_loss(m,... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " USE_FAST_ACCUM=False, num_stages=4, num_warps=8\nSingleProcess AUTOTUNE benchmarking takes 0.2880 seconds and 0.0001 seconds precompiling for 18 choices\nAssistant action: Bash {\"command\": \"grep -E 'compiled bs|tok/s' /tmp/claude-1000/-home-lane-MythosMini/2939e800-ac05-471... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "' /tmp/claude-1000/-home-lane-MythosMini/2939e800-ac05-471d-932c-9ea8796e553b/tasks/b7jdff4v7.output 2>/dev/null; do sleep 10; done; echo DONE\", \"description\": \"Block until result present\", \"run_in_background\": true}\nResult: Command running in background with ID: bz3w5i... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "–3%**. GPU idle 97% — starved by `fineweb.py`: live HF network streaming (rate-limited, unauthenticated warnings spamming), 4% quality filter discarding most downloaded docs, and pure-Python byte-tokenization building one tiny `torch.tensor` per 513-token block. Fix = pre-token... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ion: Read {\"file_path\": \"/tmp/claude-1000/-home-lane-MythosMini/2939e800-ac05-471d-932c-9ea8796e553b/tasks/byo59zxg3.output\"}\nResult: <system-reminder>Warning: the file exists but is shorter than the provided offset (1). The file has 1 lines.</system-reminder>\nAssistant: ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "4r. Output is being written to: /tmp/claude-1000/-home-lane-MythosMini/2939e800-ac05-471d-932c-9ea8796e553b/tasks/bxkaax84r.output. You will be notified when it completes. To check interim output, use Read on that file path.\nAssistant action: Read {\"file_path\": \"/tmp/claude... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "D STAT\n 01:00 Sl\nAssistant action: Bash {\"command\": \"kill 2767452 2>/dev/null; sleep 1; nvidia-smi --query-gpu=memory.used,utilization.gpu --format=csv,noheader\", \"description\": \"Stop my stuck max-autotune sweep\"}\nResult: 7247 MiB, 4 %\nAssistant: GPU freed, all... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ini main 16:54 python3 train.py 2 1\nrun directory: /home/lane/MythosMini/runs/20260610_165428\ntoken budget: 2000000000, quality percent: 1.0%\nleaderboard standings by overall:\n 1. Michel-Tiny (70.30)\n 2. Michel-Micro (69.25)\n 3. GPT-S-5M (68.46)\n 4. ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "downloads.\nWarning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\nWarning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "/2410 [00:00<00:00, 86855.75it/s]\nResolving data files: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████| 140/140 [00:00<00:00, 69697.63it/s]\nResolving data files: 100%|█████████████████████████████████████████████... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "██████| 140/140 [00:00<00:00, 78002.47it/s]\nAssistant: Your `2 1` run is stalling for a concrete reason I can now name precisely, and it's exactly the bug to fix. Let me confirm the live state first:\nAssistant action: Bash {\"command\": \"nvidia-smi --query-gpu=memory.used,me... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "— no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/src/mythosmini/data/cache.py\", \"new_string\": \"def _flush(handle: BinaryIO, pending: list[int], capacity: int, bar: \\\"tqdm[None]\\\") -> int:\\n take = min(len(pending), capacity)... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "v/bin/activate && make lint 2>&1 | tail -25\", \"description\": \"Run full lint after format\"}\nResult: .venv/bin/ruff format --check src/ tests/ ralph.py train.py\n53 files already formatted\n.venv/bin/ruff check src/ tests/ ralph.py train.py\nAll checks passed!\n.venv/bin/py... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "od 'BatchSource.next_batch'\n src/mythosmini/data/cache.py: function '_flush'\n src/mythosmini/data/cache.py: function '_stream_tokens_to_file'\n src/mythosmini/data/cache.py: function 'build_token_cache'\n src/mythosmini/data/cache.py: function 'cache_path_for'\n src/myth... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "* `needed: int`.\n1322\t\n1323\t**Returns:** None.\n1324\t\n1325\t**Side effects:** Consumes the chunk iterator; mutates pending/exhausted.\n1326\t\n1327\t**Raises:** Propagates iterator exceptions (e.g. network failures).\n1328\t\n1329\t**Callers/Callees:** Called by `next_bat... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "alls `PackedFineweb`, `DataLoader`.\n1264\t\n1265\t**Last modified:** 2026-06-10 — initial implementation.\n1266\t\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/docs/functions.md\", \"new_string\": \"**Callers/Callees:** Retained for tests; no longer called by... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "float, target_tokens: int, cache_dir: Path\\n) -> Path:\\n cache_dir.mkdir(parents=True, exist_ok=True)\\n path = cache_dir / \\\"synthetic.u16\\\"\\n rng = np.random.default_rng(23)\\n tokens = rng.integers(0, 257, size=131072, dtype=np.uint16)\\n path.write_byt... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ")\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/tests/e2e/test_train_entry.py\", \"new_string\": \" monkeypatch.setattr(train_module, \\\"build_token_cache\\\", synthetic_token_cache)\", \"old_string\": \" monkeypatch.setattr(train_module, \\\"build_data... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ile would be reformatted, 52 files already formatted\nmake: *** [Makefile:15: lint] Error 1\nAssistant action: Bash {\"command\": \"source .venv/bin/activate && ruff format tests/e2e/test_train_entry.py && make lint 2>&1 | tail -6\", \"description\": \"Format and re-lint\"}\nRe... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "che.py::test_build_token_cache_is_idempotent PASSED [ 90%]\ntests/test_token_cache.py::test_build_token_cache_fails_loud_when_stream_short PASSED [ 91%]\ntests/test_token_cache.py::test_gpu_window_buffer_shapes_and_range PASSED [ 92%]\ntests/test_token_cache.py::test_gpu_wind... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ake: *** [Makefile:29: pyaot] Error 1\nAssistant: pyaot false-positives on the Protocol stub (`...` body). Per AGENTS I edit `pyaot.py` to recognize ellipsis-body abstract/protocol methods. Let me find the check:\nAssistant action: Bash {\"command\": \"grep -n \\\"E0011\\\\|may... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "117\t self._hoist_assigned(fn.body, body_scope)\n1118\t always_returns = self._check_block(fn.body, body_scope)\n1119\t # Check that a non-None return type is satisfied on all paths.\n1120\t ret = ftype.ret\n1121\t needs_value = not isinstance... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " body_scope)\\n # Check that a non-None return type is satisfied on all paths.\\n ret = ftype.ret\\n needs_value = not isinstance(ret, (NoneType, AnyType))\\n if needs_value and not always_returns and not _is_stub_body(fn.body):\", \"old_string\": \"... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "):\n1082\t if terminated:\n1083\t self.bag.warning(\n1084\t \"W0001\", \"unreachable code\", stmt,\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/pyaot.py\", \"new_string\": \" # -- statements --------------------... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "n True\\n if isinstance(stmt, ast.Expr) and isinstance(stmt.value, ast.Constant):\\n return stmt.value.value is Ellipsis or isinstance(stmt.value.value, str)\\n return False\\n\\n @staticmethod\\n def _is_stub_body(body: list[ast.stmt]) -> bool:\\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ss DictType(Type):\n---\nAssistant action: Bash {\"command\": \"awk 'NR<=1103 && /^class /{cls=$2} END{}' pyaot.py; grep -n \\\"^class \\\" pyaot.py | awk -F'[: ]' '$1<1103{name=$0} END{print name}'\", \"description\": \"Identify class enclosing the method at line 1103\"}\nResu... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " b=buf.next_batch(bs)\\n opt.zero_grad(set_to_none=True)\\n l=compute_loss(m,b,4,torch.bfloat16); l.\nResult: end-to-end (cache+loop) bs256: 1.85M tok/s, 70.83 ms/step\nbuffer-only: 0.017 ms/batch\nAssistant: **The fix works exactly as intended.** End-to-end with the real... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "h.\nAssistant action: Bash {\"command\": \"tr '\\\\r' '\\\\n' < /tmp/train_fixed.log | grep -oE 'caching tokens:[^W]*tok/s' | tail -2\", \"description\": \"Show cache build rate\"}\nResult: caching tokens: 0%| | 0.00/64.0M [00:00<?, ?tok/s\nAssistant action: Bash {\"... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "_score >= threshold) with hardware-adaptive everything, then benchmark all checkpoints + SLERP tournament with leaderboard placement reporting against https://huggingface.co/spaces/Glint-Research/Tiny-ML-Leaderboard. Package tree under src/mythosmini/: config.py (all tunables),... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "Resolving data files` lines confirm they're cached). The 60k stall you hit is the **cold-start + 1% extreme-filter** path. My fix's real win is eliminating that stall and the per-step Python tokenization, while staying compute-bound. Let me confirm the build rate:\nAssistant ac... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\"=== milestone reached ===\\\"; tr '\\\\r' '\\\\n' < /tmp/train_fixed.log | grep -oE 'training:.*tok/s|training done.*|final results' | tail -2\", \"description\": \"Wait until cache built and training underway\", \"run_in_background\": true}\nResult: Command running in backgr... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ed across all future runs, but the first build is slow. I can drop `CACHE_TARGET_TOKENS` (e.g. 64M→16M) to cut that to ~12min if you'd prefer faster first-builds over data diversity.\nUser: it should never tokenize data that isnt high quality. stream the highest tgop 1% data, t... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "8: 30622\n383: 36384\n388: 32020\n393: 57414\n398: 53279\n403: 46249\n408: 23453\n413: 25530\n418: 36180\n423: 19809\n428: 48390\n433: 33260\nAssistant action: Bash {\"command\": \"sed -e '10s/.*/FONTLINE/' -e '17s/.*/FONTLINE/' -e '24s/.*/FONTLINE/' /home/lane/MythosMini/slm_a... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ight: bold;\n26\t font-style: normal;\n27\t font-display: swap;\n28\t}\n29\t\n30\t*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }\n31\t\n32\thtml {\n33\t font-size: 16px;\n34\t scroll-behavior: smooth;\n35\t}\n36\t\n37\tbody {\n38\t font... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "eY(-2px);\\n}\", \"replace_all\": false}\nResult: The file /home/lane/MythosMini/slm_alliance.html has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/slm_alliance.html\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "rs-reduced-motion: reduce)').matches;\\n\\n // Tag elements for scroll-reveal, staggering grids and groups.\\n document.querySelectorAll('.section-label, .section h2, .section-sub, .mission blockquote, .accent-line, .mission > p, .mission-goal, .footer p').forEach(functio... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "dow + avatar scale; mission-goal pills get subtle glow\n- **Reduced-motion** — full `prefers-reduced-motion` fallback, everything visible instantly, no JS animations\n\nKept existing palette/typography — no gradients-everywhere, no bounce, timings restrained so it reads hand-tu... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "iv class=\"people-grid\">\n477: <img class=\"person-avatar\" src=\"data:image/png;base64,iVBORw0KGg\n478: <span class=\"person-name\">Glint Research</span>\n534:<!-- ═══ FOOTER ═══ -->\n547: document.querySelectorAll('.people-grid').forEach(function (gr... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "+ src[card_end:]\\n# tidy leftover blank line\\nsrc = src.replace('<div class=\\\"people-grid\\\">\\\\n\\\\n\\\\n', '<div class=\\\"people\nResult: File created successfully at: /tmp/splice.py (file state is current in your context — no need to Read it back)\nAssistant action: ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "eople-grid {\n463: .featured-card { flex-direction: column; align-items: flex-start; gap: 1rem; }\n470: .people-grid { grid-template-columns: repeat(auto-fill, minmax(110px, 1fr)); }\n553: <div class=\"featured-card reveal\">\n554: <img class=\"person-avatar\" s... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "lassList.add('reveal');\n642\t });\n643\t document.querySelectorAll('.people-grid').forEach(function (grid) {\n644\t Array.prototype.forEach.call(grid.children, function (card, i) {\n645\t card.classList.add('reveal');\n646\t card.style.setPro... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "8 371.886 471.573 349.21 458.143C343.837 463.724 338.205 469.115 332.5 474.357C304.301 500.266 278.411 530.489 249.654 555.633C248.519 565.856 249.552 584.308 249.75 595.155C249.963 613.433 250.047 631.713 250 649.992L250.903 764.121C251.036 799.829 250.514 836.308 251.515 871.... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "461.43 251.502 1440.79C249.815 1388.06 251.293 1333.32 251.872 1280.51C252.414 1231.17 251.152 1181.22 252.484 1131.97C345.725 1037.5 438.406 942.49 530.522 846.93C566.095 810.384 602.778 771.192 638.997 735.628C714.621 753.562 773.903 692.194 754.748 616.85L1012.49 351.996L111... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " 1488.85 893.317 1462.17 879.337 1428.35C863.222 1390.42 865.46 1355.88 880.468 1318.3C874.09 1310.93 863.543 1301 856.495 1293.95L813.304 1250.77L685.45 1123.07C615.743 1147.93 540.036 1119.27 509.918 1050.45C494.85 1016.6 494.189 978.083 508.086 943.74C521.377 909.563 548.046... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "('.ai-drop-logo-202606');\n if (!root || root.dataset.aiLogoReady === 'true') return;\n root.dataset.aiLogoReady = 'true';\n const svg = root.querySelector('svg');\n const duration = parseFloat(root.dataset.duration || '0.9');\n const pathStagger = pars... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " const candidates = shapes.filter((el, index) => {\n const d = (el.getAttribute('d') || '').replace(/\\s+/g,'');\n // Identify the full background rectangle\n const isFullBg = index === 0 && d === 'M00L20000L20002000L02000L00Z';\n if (isFullBg) {\n ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ixed(3));\n clone.style.setProperty('--delay', (pathDelay + visualOrder * internalStep).toFixed(3) + 's');\n clone.style.setProperty('--segment-duration', segDuration.toFixed(3) + 's');\n group.appendChild(clone);\n maxEndTime = Math.... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ght=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{va... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "n\\ndef rebuild(start_marker, end_marker, base, amt, stroke):\\n global src\\n i = src.index(start_marker)\\n e = src.index(end_marker, i)\\n region = src[i:e]\\n fs = [jitter(base, amt) for _ in range(4)]\\n new_paths = '\\\\n'.join('<path d=\\\"%s\\\" %s/>' ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "Assistant action: Write {\"content\": \"<!-- \\u2550\\u2550\\u2550 END LOGO \\u2550\\u2550\\u2550 -->\\n<section class=\\\"logo-outro\\\">\\n<div class=\\\"ai-drop-logo-202606\\\" data-paused=\\\"true\\\" data-duration=\\\"0.9\\\" data-path-stagger=\\\"0.19\\\" data-stroke-widt... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ini/slm_alliance.html'\\nsrc=open(PATH).read()\\nlogo=open('/tmp/logo.html').read()\\nmarker='<!-- \\u2550\\u2550\\u2550 FOOTER \\u2550\\u2550\\u2550 -->'\\nassert marker in src and 'ai-drop-logo-202606' not in src\\nsrc=src.replace(marker, logo + '\\\\n' + marker, 1)\\nopen(PA... | 1 | 1EYE4ALL/Fable-5-traces |
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