messages list | tier int64 | src string |
|---|---|---|
[
{
"role": "user",
"content": " prediction for byte-level models specifically? How many bytes ahead were predicted and what improvement was seen on benchmarks for byte-level training?\", \"url\": \"https://arxiv.org/abs/2404.19737\"}\nAssistant action: WebSearch {\"query\": \"cross-tokenizer knowledge distil... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ch import Tensor\n7\tfrom torch.nn import functional\n8\t\n9\tfrom src.mythosmini.config import EOS_TOKEN_ID, ModelConfig\n10\tfrom src.mythosmini.data.packing import byte_tokenize\n11\tfrom src.mythosmini.model.transformer import MythosMini\n12\tfrom src.mythosmini.training.st... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ablate.py (file state is current in your context — no need to Read it back)\nResult: # Byte-Level Distillation for Cross-Tokenizer LLM Transfer\n\n## Method Overview\n\nThe paper introduces Byte-Level Distillation (BLD), which enables knowledge transfer between models using dif... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "e-level supervision**: A lightweight module (10 parallel linear projections) predicts bytes, receiving both cross-entropy and KL-divergence losses from teacher byte probabilities\n2. **Token-level supervision**: The original token decoder continues training on standard next-tok... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "obabilities are computed using an approximation algorithm from prior work that marginalizes over all possible tokenizations. The byte-level head is removed after distillation, leaving a standard token-level model.\n\n## Computational Requirements\n\n**Single GPU feasibility**: ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "= number of non-embedding parameters\n- **D** = dataset size in tokens\n- The constants and exponents are derived from fitting power-law relationships across 3,700 LLM configurations\n\nThe authors note these formulas \"achieve substantially superior convergence results\" compa... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: <command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Hey fable! I want you to create a reasearch.md file formatted like this. # [paper/idea title] (newline) - [link] (newline) - descripion of thing. This will h... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\"url\":\"https://arxiv.org/abs/2406.17557\"},{\"title\":\"MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining\",\"url\":\"https://arxiv.org/pdf/2507.01785\"},{\"title\":\"The FineWeb Datasets: Decanting the Web for the Finest Text ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models?\",\"url\":\"https://arxiv.org/html/2502.11895v1\"},{\"title\":\"Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ledge storage transformer scaling\"}\nAssistant action: WebSearch {\"query\": \"arxiv 2025 2026 synthetic pretraining data generation pipeline SmolLM3 Nemotron data quality\"}\nResult: The user doesn't want to proceed with this tool use. The tool use was rejected (eg. if it was... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "Bigger Models for Science? Task-Aware Retrieval with Small Language Models\",\"url\":\"https://arxiv.org/abs/2604.01965\"},{\"title\":\"Small Language Models (SLMs) Can Still Pack a Punch: A Survey\",\"url\":\"https://arxiv.org/html/2501.05465v2\"},{\"title\":\"Will LLMs Scalin... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ni/research.md\", \"new_string\": \"## Section 1: Papers (58)\", \"old_string\": \"## Section 1: Papers (35)\", \"replace_all\": false}\nResult: The file /home/lane/MythosMini/research.md has been updated successfully. (file state is current in your context — no need to Read it... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "eate merge conflicts\nReply to this message with your GitHub username if you would like to contribute, if not you will be removed from this channel\nA possibly working version of the grid will be distributed here, anyone who would like to **train** this model should provide the... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "my own attempt at another lfm distill with different tuning params\n! !Mage!: crownelius/Theophany-8B-Creative-Writer\n! !Mage!: https://huggingface.co/crownelius/Theophany-8B-Creative-Writer\n! !Mage!: https://huggingface.co/crownelius/The-Crow-9B\nHarmacist: Wait nevermind wh... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "54813919\t21\n1434277107831279797\tlegal\t1434276482854813919\t4\n1434279642898104370\tlog\t1434276482854813919\t4\n1434276483903393926\tdc-announcements\t1434276482854813919\t2\n1434276483903393925\tjoin-boost-log\t1434276482854813919\t1\n1434276483903393927\tresources\t143427... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: in the .html file, say that this is where Glint Research has been. its about time to annouce the project, but not time to annouce the model\nAssistant action: Bash {\"command\": \"ls /home/lane/MythosMini/*.html 2>/dev/null; find /home/lane/MythosMini -maxdepth 2 -name '*... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ecZFfhzDT7qekaDCvxXVc98OeqqttdOMzDyM6r4Pd+pxzTN9rt5mvR5/HzMfCn/pc8BMGNK7+Hz9p5Zz46zvRMT/z1P/ryu6/jB67G/a/j9VHa9TV3Z7+LKeO2A7sPfyK949JhGXdfk39+PvJ8R86QX81p463aJ8dnz42vSelVoKqCxf2uN+W/+nms7VyPyFeZHgxmLusKq4Z8aF6san55WuDhb4PJ0gecXSzy/PMHV8zNcXl3i/OoKy/UpFosObdehaRdo2yWarkHTdKj5nP1... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ">\n <span class=\"section-no\">01 /</span>\n <h2>Researchers & Engineers</h2>\n </div>\n <p class=\"section-sub\">Thirteen researchers, engineers, and enthusiasts united under one umbrella to build the future of small language models.</p>\n\n <div cla... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ane/MythosMini/slm_alliance.html\", \"description\": \"Locate blurb line\"}\nResult: 427:.featured-blurb {\n831: <p class=\"featured-blurb\">Main developer of the alliance, leading architecture, training, and the push to beat Gemma 4E4B at under 100M parameters.</p>\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "research.\nAssistant action: Bash {\"command\": \"sed -n '1,120p' /home/lane/MythosMini/slm_alliance.html | cut -c1-160\", \"description\": \"View head/styles for theme colors\"}\nResult: <!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"UTF-8\">\n<meta name=\"viewpo... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "159:.hero { position: relative; }\n161:.hero-logo {\n169: .hero-logo { display: none; }\n180:.hero h1 {\n189:.hero h1 .highlight { color: var(--accent); }\n190:.hero h1 .highlight2 { color: var(--teal); font-style: italic; }\n233:.hero h1,\n240:.hero h1 { animation-dela... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "rson-name\">AxionLab</span>\n905: <span class=\"person-handle\">@axionlab</span>\n910: <span class=\"person-handle\">@costikoooo</span>\n915: <span class=\"person-handle\">@datdanboi25</span>\n920: <span class=\"person-handle\">@finny... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " 885.656 186.075 864.125 186.068 849L186.007 772.339C185.202 721.388 184.861 670.431 184.984 619.473C184.772 589.277 183.838 559.131 184.533 528.945C225.147 487.709 268.895 446.515 309.97 405.481C305.762 389.372 304.739 375.483 308.434 359.043C313.806 334.43 328.896 313.032 350... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 2973 loss: 1/1 non-finite values (min=nan max=nan) \nstep 2973 mean_loss: 1/1 non-finite values (min=nan max=nan) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 2980 logits: 8421376/8421376 non-finite values (min=nan max=nan) \nstep 2980 loss: 1/1 non-finite values (min=nan max=nan) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 2984 loss: 1/1 non-finite values (min=nan max=nan) \nstep 2984 mean_loss: 1/1 non-finite values (min=nan ma... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 3051 skipped: non-finite grad norm (inf) \nstep ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "n-finite grad norm (inf) \nstep 3064 skipped: non-finite grad norm (nan) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 3074 skipped: non-finite grad norm (inf) \nstep 3075 skipped: non-finite grad norm (inf) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " 3094 skipped: non-finite grad norm (inf) \nstep 3095 skipped: non-finite grad norm (inf) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " \nstep 3108 skipped: non-finite grad norm (inf) \nstep 3109 skipped: non-finite grad norm (inf) ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "class_method not in documented:\n missing.append(\n f\"{path.relative_to(REPO_ROOT)}: method '{class_method}'\"\n )\n return missing\n\n\ndef main() -> int:\n doc_path = REPO_ROOT / \"docs\" / \"func... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "back)\nAssistant action: Bash {\"command\": \"make lint 2>&1 | tail -15\", \"description\": \"Run make lint\", \"timeout\": 300000}\nResult: .venv/bin/ruff format --check src/ tests/ ralph.py train.py\nWould reformat: tests/test_clock_quantization.py\n1 file would be reformatte... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ": src/mythosmini/data/__pycache__/cache.cpython-312.pyc: binary file matches\nAssistant action: Bash {\"command\": \"make pyaot 2>&1 | tail -3 && make test > /tmp/test.log 2>&1; echo exit=$?; tail -5 /tmp/test.log\", \"description\": \"Run pyaot and full test suite\", \"timeout... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ts/double_decoder.py\n4391:### encode_text — tests/double_decoder.py\n4407:### evaluate_double_decoder — tests/double_decoder.py\n4423:### exact_match — tests/double_decoder.py\n4439:### render_example — tests/double_decoder.py\n4455:### run_experiment — tests/double_decoder.py... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " PID ELAPSED CMD\n3358400 41:17 .venv/bin/python -m pytest tests/ -v\n3358535 41:15 /home/lane/MythosMini/.venv/bin/python /home/lane/MythosMini/.venv/lib/python3.12/site-packages/torch/_inductor/compile_worker/__main__.py --pickler=torch._inductor.compile_worke... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "u22121,0,1} in a 2-bit container (1.58-bit effective, the spare code space acting as a sparsity regularizer); Clock extends that to a 4-bit container \nResult: add4c92 journal clock quantization proving tests\nAssistant: Committed (f68cbbe test + docs, add4c92 journal — note th... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ": \\\"pyaot: checked 81 file(s) \\u2014 0 error(s)\\\".\\n\\n**Long description:** The 1:25 h wall time was GPU contention, not regression: nvidia-smi showed 99% utilization / 31.4 GiB used throughout, with multiple co-tenant pytest and torch inductor processes (the recurring P... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/lane/MythosMini && grep -n \\\"slerp\\\" -ri /home/lane/MythosMini --include=*.py | head\", \"description\": \"List repo a... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/lane/MythosMini && grep -n \\\"slerp\\\" -ri /home/lane/MythosMini --include=*.py | head\", \"description\": \"List repo a... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "rank 10/36)\ngen2_gen1_gen0_step_00006000+step_00007630@t0.66+gen0_step_00007630+step_00007630@t0.66@t0.65+gen1_gen0_step_00007630+step_00006000@t0.20+gen0_step_00007630+step_00007630@t0.50@t0.35@t0.80: wiki_ppl 5.166 blimp 57.31 arc 31.20\ngen2_gen1_gen0_step_00006000+step_000... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "iency 9.66 (rank 10/36)\ngen2_gen1_gen0_step_00006000+step_00007630@t0.66+step_00007630@t0.65+gen1_gen0_step_00007630+step_00006000@t0.20+gen0_step_00007630+step_00007630@t0.50@t0.35@t0.20: wiki_ppl 5.164 blimp 57.51 arc 31.40\ngen2_gen1_gen0_step_00006000+step_00007630@t0.66+s... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ".58 (rank 12/36)\ngen2_gen1_gen0_step_00007630+step_00006000@t0.20+gen0_step_00007630+step_00007630@t0.66@t0.35+gen1_gen0_step_00007630+step_00007630@t0.66+step_00007630@t0.20@t0.33: wiki_ppl 5.153 blimp 57.48 arc 31.60\ngen2_gen1_gen0_step_00007630+step_00006000@t0.20+gen0_ste... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ": \"Re-run lint and tests\"}\nResult: grep: src/mythosmini/data/__pycache__/fineweb.cpython-312.pyc: binary file matches\ngrep: src/mythosmini/data/__pycache__/packing.cpython-312.pyc: binary file matches\ngrep: src/mythosmini/data/__pycache__/cache.cpython-312.pyc: binary file... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "014 `pyaot.py` is this project's type checker. `make pyaot` must pass clean on everything you touch, and you follow its advice: fix the code it flags rather than suppressing it. If pyaot itself has a bug (a false positive or a crash), fix `pyaot.py` in the same session; never s... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "t tests/test_ralph_claude_mode.py -q 2>&1 | tail -3\", \"description\": \"See proving tests fail first\"}\nResult: FAILED tests/test_ralph_claude_mode.py::test_ask_use_claude_not_signed_in - A...\nFAILED tests/test_ralph_claude_mode.py::test_ask_use_claude_not_sure - Attrib...\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " os\\nimport re\\nimport shutil\\nimport subprocess\\nimport sys\\nimport time\\nfrom datetime import datetime, timedelta\\nfrom pathlib import Path\\nfrom typing import TypedDict\\nfrom zoneinfo import ZoneInfo, ZoneInfoNotFoundError\", \"old_string\": \"import json\\nimport o... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "True\n24\t\n25\t def fake_run_until(goal: str, deadline: float) -> None:\n26\t tasks_file.write_text(\"- [x] create the file — write hello.txt with content\\n\")\n27\t\n28\t monkeypatch.setattr(ralph, \"run_opencode\", fake_run_opencode)\n29\t monkeypatch.setatt... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: When the model is training, it says something like 750M/1.00G Can you explain what both of these mean?\nAssistant action: Bash {\"command\": \"grep -rn \\\"1.00G\\\\|/1\\\\.\\\\|tokens_seen\\\\|progress\\\" /home/lane/MythosMini --include=*.py -l | head; grep -rn \\\"G\\\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: When the model is training, it says something like 750M/1.00G Can you explain what both of these mean?\nAssistant action: Bash {\"command\": \"grep -rn \\\"1.00G\\\\|/1\\\\.\\\\|tokens_seen\\\\|progress\\\" /home/lane/MythosMini --include=*.py -l | head; grep -rn \\\"G\\\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ".3.pyc\n334 /home/lane/MythosMini/journal.md\nAssistant action: Read {\"file_path\": \"/home/lane/MythosMini/journal.md\"}\nResult: 1\t# Journal\n2\t\n3\tAppend-only work log for MythosMini. Read the last 20 entries in full plus all older TL;DRs before starting any task. Entry ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ug elsewhere, dead code in another file, an unpinned dependency you didn't introduce) are journal findings. If one genuinely blocks the task, journal it and ask the user before touching it.\n11\t\n12\t## Commits\n13\t\n14\t- Commit after every small unit of work that leaves the... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "etAttribute('d') || '').replace(/\\s+/g,'');\n574: const isFullBg = index === 0 && d === 'M00L20000L20002000L02000L00Z';\n593: const center = (count - 1) / 2;\n594: const sorted = [...Array(count).keys()].sort((a,b) => {\n604: const lengths = can... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "r parameter in model.loop_lora.up:\\n torch.nn.init.normal_(parameter.weight, std=0.1)\", \"replace_all\": false}\nResult: The file /home/lane/MythosMini/tests/test_model.py has been updated successfully. (file state is current in your context — no need to Read it ba... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "b_documents(quality_threshold: int, shard_index: int, shard_count: int) -> Iterator[str]:\\n from datasets import load_dataset\\n\\n dataset: Any = load_dataset(FINEWEB_DATASET, name=FINEWEB_CONFIG, split=\\\"train\\\", streaming=True)\\n if shard_count > 1:\\n ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "R_SUBTASK, EOS_TOKEN_ID\\nfrom src.mythosmini.benchmarks.scorer import ScoredPair, continuation_log_likelihoods\\nfrom src.mythosmini.model.transformer import MythosMini\\n\\n\\ndef load_blimp_pairs(\\n pairs_per_subtask: int = BLIMP_PAIRS_PER_SUBTASK,\\n) -> dict[str, list[... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "__name__ == \\\"__main__\\\":\\n raise SystemExit(main(sys.argv))\\n\\n\\ndef entry_point_exists() -> bool:\\n return True\", \"replace_all\": false}\nResult: The file /home/lane/MythosMini/train.py has been updated successfully. (file state is current in your context — n... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "oard_html\\n\\nFIXTURE = Path(__file__).parent.parent / \\\"fixtures\\\" / \\\"leaderboard_index.html\\\"\\n\\n\\ndef fixture_leaderboard(cache_path: Path) -> list[LeaderboardEntry]:\\n return parse_leaderboard_html(FIXTURE.read_text(encoding=\\\"utf-8\\\"))\\n\\n\\ndef fixt... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "t {\"file_path\": \"/home/lane/MythosMini/Makefile\", \"new_string\": \"run:\\n\\t$(PY) train.py\\n\\npyaot:\\n\\t$(PY) pyaot.py .\", \"old_string\": \"run:\\n\\t$(PY) train.py\", \"replace_all\": false}\nResult: The file /home/lane/MythosMini/Makefile has been updated successf... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Hey!\nAssistant: Ready. What next?\nUser: WHat can you do?"
},
{
"role": "assistant",
"content": "I execute code, research, debug, plan, design interfaces, automate browsers, run apps, compress my own output, and manage multi-agent work."
}
] | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Hey!\nAssistant: Ready. What next?\nUser: WHat can you do?\nAssistant: I execute code, research, debug, plan, design interfaces, automate browsers, run apps, compress my own output, and manage multi-agent work.\nUser: look at this codebase. read agents.md.\nAssistant acti... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Hey!\nAssistant: Ready. What next?\nUser: WHat can you do?\nAssistant: I execute code, research, debug, plan, design interfaces, automate browsers, run apps, compress my own output, and manage multi-agent work.\nUser: look at this codebase. read agents.md.\nAssistant acti... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Hey!\nAssistant: Ready. What next?\nUser: WHat can you do?\nAssistant: I execute code, research, debug, plan, design interfaces, automate browsers, run apps, compress my own output, and manage multi-agent work.\nUser: look at this codebase. read agents.md.\nAssistant acti... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Hey!\nAssistant: Ready. What next?\nUser: WHat can you do?\nAssistant: I execute code, research, debug, plan, design interfaces, automate browsers, run apps, compress my own output, and manage multi-agent work.\nUser: look at this codebase. read agents.md.\nAssistant acti... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Look at the agents.md file, then the full training pipeline. What could be changed?\nUser: Look at the agents.md file, then the full training pipeline. What could be changed to make it more effecent?\nAssistant action: Bash {\"command\": \"ls && echo \\\"---\\\" && find .... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "file is the contract for any agent working here. Read it fully, then read `journal.md` before starting any task. Detailed procedures live in `docs/rules/` — read the relevant one before doing that kind of work; they are part of this contract, not optional extras.\n4\t\n5\t## Co... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ect import DeviceInfo, autocast_dtype\n20\tfrom src.mythosmini.model.transformer import MythosMini\n21\tfrom src.mythosmini.telemetry.progress import emit_log_line\n22\tfrom src.mythosmini.telemetry.runlog import RunLog\n23\tfrom src.mythosmini.training.optimizer import build_n... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ".mythosmini.training.optimizer import build_nadamw\n24\tfrom src.mythosmini.training.scheduler import lr_at_step\n25\t\n26\t\n27\t@dataclass\n28\tclass TrainerDeps:\n29\t model: MythosMini\n30\t model_config: ModelConfig\n31\t train_config: TrainConfig\n32\t buffer:... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ches ALL `step_*.pt`. With 2000-step interval over 2B tokens = many. SLERP only needs top diverse seeds. Pre-filter by cheap proxy (last-N or every-other) before full 3-dataset bench.\n\n**6. `total` loss tensor accumulates on device.** `accumulate_gradients:70` keeps running G... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "py:136`) — negligible.\n\n## Recommendation\nOrder by payoff: **#2 + #3 first** (free, no accuracy risk, no 2B test needed since output identical). Then **#1 torch.compile** (needs own 2B run per AGENTS.md rule). #4 cheap correctness-neutral win.\n\nWant me to implement #2 and ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "oat16\nAssistant: API confirmed. Implementing #4: slice+cast RoPE once per forward, drop per-call slice/cast in `apply_rope`.\nAssistant action: Edit {\"file_path\": \"/home/lane/MythosMini/src/mythosmini/model/transformer.py\", \"new_string\": \"def apply_rope(x: Tensor, cos: ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "pe)\\n sin_slice = sin[:seq_len].to(x.dtype)\\n x_even = x[..., 0::2]\\n x_odd = x[..., 1::2]\\n rotated_even = x_even * cos_slice - x_odd * sin_slice\\n rotated_odd = x_even * sin_slice + x_odd * cos_slice\\n return torch.stack((rotated_even, rotated_odd), di... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ny_confi\nResult: The file /home/lane/MythosMini/tests/test_model.py has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: TaskUpdate {\"status\": \"in_progress\", \"taskId\": \"1\"}\nResult: Updated task #1 status\n... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "cted 6 items\n\ntests/test_model.py::test_default_config_lands_near_one_million_parameters PASSED [ 16%]\ntests/test_model.py::test_forward_shape_and_finite_logits PASSED [ 33%]\ntests/test_model.py::test_variable_loop_counts_change_output PASSED [ 50%]\ntests/test... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "_ralph_helpers.py:240: AttributeError\n=========================== short test summary info ============================\nFAILED tests/test_ralph_helpers.py::test_run_freebuff_planning_succeeds_when_plan_appears\n!!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: How do I start this?\nAssistant action: Bash {\"command\": \"ls -la /home/lane/rblx\", \"description\": \"List files in project directory\"}\nResult: total 80\ndrwxrwxr-x 6 lane lane 4096 Jun 11 23:08 .\ndrwxr-x--- 159 lane lane 20480 Jun 12 08:36 ..\ndrwxrwxr-x 2 la... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Create a functonal clone of the popular site Roblox, you should include all assets required. It must have the following: 1. default pre-made games 2. a game maker\n with full colaberation with other users. 3. multiplayer lobbies with REAL players/connections 4. game conf... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Create a functonal clone of the popular site Roblox, you should include all assets required. It must have the following: 1. default pre-made games 2. a game maker\n with full colaberation with other users. 3. multiplayer lobbies with REAL players/connections 4. game conf... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Create a functonal clone of the popular site Roblox, you should include all assets required. It must have the following: 1. default pre-made games 2. a game maker\n with full colaberation with other users. 3. multiplayer lobbies with REAL players/connections 4. game conf... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ion: Write {\"content\": \"// Avatar shop catalog. Every item is rendered from primitives client-side \\u2014\\n// \\\"mesh\\\" descriptors, not asset files. Currency: Glimmers.\\nmodule.exports = [\\n // Faces (drawn onto a canvas texture)\\n { id: 'face_smile', type: 'fa... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "nt action: Write {\"content\": \"// WebSocket hub: live game lobbies (real multiplayer) + studio co-editing.\\nconst { WebSocketServer } = require('ws');\\nconst { get, save, uid, publicUser } = require('./db');\\nconst { userFromReq, sanitizePart, applyConfig, MAX_PARTS } = re... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\nAssistant action: Write {\"content\": \"// fetch helpers + session state + toasts\\nexport const state = {\\n me: null,\\n catalog: [],\\n};\\n\\nexport async function api(path, opts = {}) {\\n const res = await fetch('/api' + path, {\\n headers: opts.body ? { 'Content-... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "), roughness: 0.75 });\\n}\\n\\nfunction box(w, h, d, material) {\\n const m = new THREE.Mesh(new THREE.BoxGeometry(w, h, d), material);\\n m.castShadow = true;\\n return m;\\n}\\n\\nfunction faceTexture(faceKind) {\\n const c = document.createElement('canvas');\\n c.width... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "sees bob move it\n ✓ selection presence synced\n ✓ config sync\n ✓ ops persisted (3 parts, renamed, public)\n ✓ non-collaborator denied studio\n— misc —\n ✓ thumbnail SVG renders\n ✓ profile lists public game\n ✓ presence: alice shown in-game/online\n\n36 passed, 1 faile... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "No repo → the scope is whatever the user named; ask if they\ndidn't.**\n\n**The diff is ground truth. Any description is a claim about it.**\nRead both. If they disagree, that's a finding.\n\n## Surface\n\nThe surface is where a user — human or programmatic — meets the\nchange.... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "friends\nResult: Launching skill: verify\nAssistant action: Bash {\"command\": \"ls .claude/skills/ 2>/dev/null; echo \\\"---\\\"; npx playwright --version 2>/dev/null; ls ~/.cache/ms-playwright 2>/dev/null | head; which chromium chromium-browser google-chrome 2>/dev/null\", \"... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ash {\"command\": \"cd /tmp && sed -i \\\"s|headless: true,|headless: true,\\\\n executablePath: '/usr/bin/google-chrome',|\\\" glint-ui-test.js && node glint-ui-test.js 2>&1\", \"description\": \"Point Playwright at system Chrome and run UI verification\", \"timeout\": 3000... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "r each JS module path\"}\nResult: /js/app.js -> text/javascript; charset=utf-8\n/js/api.js -> text/javascript; charset=utf-8\n/js/avatar2d.js -> text/javascript; charset=utf-8\n/js/engine/world.js -> text/javascript; charset=utf-8\n/js/engine/physics.js -> text/javascript; char... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ice-ingame.png\n✅ leave: both returned to game page\n✅ studio place: part count 3 (baseplate+spawn+kill brick)\n shot: /tmp/glint-shots/06-studio.png\n✅ studio select: properties panel shows position/size inputs\n✅ collaborators: bob added via game page UI\n✅ studio collab: b... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\")\\nopen('glint-ui-test.js','w').write(s)\\n\\nt = open('glint-test.js').read()\\nt = t.replace(\\\"\\\"\\\" wsA.send(JSON.stringify({ t: 'stage', n: 2 }));\\n const lb = await expect(wsB, 'lb');\\n ok('leaderboard broadcast on checkpoint', lb.entries.some((e) => e.stage =... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ball the key frames to confirm the 3D actually renders (not a black canvas):\nAssistant action: Read {\"file_path\": \"/tmp/glint-shots/04-bob-sees-alice.png\"}\nResult: \nAssistant action: Read {\"file_path\": \"/tmp/glint-shots/06-studio.png\"}\nResult: \nAssistant action: Ed... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ine: #222230;\\n --line2: #2e2e40;\\n --text: #ffffff;\\n --dim: #9b9bb0;\\n --accent: #19c2ff;\\n --accent2: #19ff8c;\\n --gold: #ffd23f;\\n --red: #ff4d5e;\\n --radius: 14px;\\n --font-display: 'Fredoka', 'Segoe UI', system-ui, sans-serif;\\n --font-body: 'Inter', '... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "e/rblx/public/js/engine/world.js\", \"new_string\": \" renderer.setPixelRatio(Math.min(devicePixelRatio, 2));\\n renderer.shadowMap.enabled = true;\\n renderer.shadowMap.type = THREE.PCFSoftShadowMap;\\n renderer.toneMapping = THREE.ACESFilmicToneMapping;\\n renderer.toneM... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "eed to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/rblx/public/js/app.js\", \"new_string\": \"async function route() {\\n if (activeApp) { const a = activeApp; activeApp = null; a.exit && a.alive && a.exit(); }\\n if (avatarPreview && !location.hash.sta... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "cessfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/rblx/public/js/app.js\", \"new_string\": \" <div class=\\\"hero\\\">\\n <div class=\\\"hero-blocks\\\"><span class=\\\"fb1\\\"></span><span ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ud83d\\udc4d Liked' : '\\ud83d\\udc4d Like'}</button>\\n \nResult: The file /home/lane/rblx/public/js/app.js has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/rblx/public/js/ap... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "await api(`/games/${g.id}/like`, { method: 'POST', body: {} });\\n document.getElementById('g-like').innerHTML = `${icon('thumb', 14)} ${r.liked ? 'Liked' : 'Like'}`;\\n };\\n document.getElementById('g-fav').onclick = async () => {\\n const r = await api(`/games/${g.id... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "h\": \"/home/lane/rblx/public/js/app.js\", \"new_string\": \" : `<div class=\\\"empty-note\\\">${icon('rocket', 22)}<br>No places yet. Create your first one above!</div>`}\", \"old_string\": \" : '<div class=\\\"empty-note\\\">No places yet. Create your first one abov... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tion: Edit {\"file_path\": \"/home/lane/rblx/public/js/app.js\", \"new_string\": \" ${!isMe && !user.system ? `<button class=\\\"btn\\\" id=\\\"pf-add\\\">${icon('plus', 14)} Add friend</button>` : ''}\\n ${isMe ? `<a class=\\\"btn dark\\\" href=\\\"#/avatar\\\">$... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "gine/player.js has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"file_path\": \"/home/lane/rblx/public/js/engine/player.js\", \"new_string\": \" case 'tophat': {\\n const brim = new THREE.Mesh(new... | 1 | 1EYE4ALL/Fable-5-traces |
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