messages list | tier int64 | src string |
|---|---|---|
[
{
"role": "user",
"content": "Make our logo larger. And use a super fancy font that isnt claude. and dont use orange.\nAssistant action: Bash {\"command\": \"grep -n '@font-face\\\\|font-display\\\\|</style>\\\\|<style>' /home/user/MythosMini/slm_alliance.html | grep -v base64 | head; grep -no 'd97757' /hom... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make our logo larger. And use a super fancy font that isnt claude. and dont use orange.\nAssistant action: Bash {\"command\": \"grep -n '@font-face\\\\|font-display\\\\|</style>\\\\|<style>' /home/user/MythosMini/slm_alliance.html | grep -v base64 | head; grep -no 'd97757' /hom... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n\"person-name\">Amy</span>\n888: <span class=\"person-name\">AxionLab</span>\n892: <span class=\"person-name\">Costikoooo</span>\n896: <span class=\"person-name\">Datdanboi25</span>\n900: <span class=\"person-na... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make our logo larger. And use a super fancy font that isnt claude. and dont use orange.\nAssistant action: Bash {\"command\": \"grep -n '@font-face\\\\|font-display\\\\|</style>\\\\|<style>' /home/user/MythosMini/slm_alliance.html | grep -v base64 | head; grep -no 'd97757' /hom... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make our logo larger. And use a super fancy font that isnt claude. and dont use orange.\nAssistant action: Bash {\"command\": \"grep -n '@font-face\\\\|font-display\\\\|</style>\\\\|<style>' /home/user/MythosMini/slm_alliance.html | grep -v base64 | head; grep -no 'd97757' /hom... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make our logo larger. And use a super fancy font that isnt claude. and dont use orange.\nAssistant action: Bash {\"command\": \"grep -n '@font-face\\\\|font-display\\\\|</style>\\\\|<style>' /home/user/MythosMini/slm_alliance.html | grep -v base64 | head; grep -no 'd97757' /hom... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make it play this before entering the website. <!doctype html>\n<html lang=\"en\">\n<head>\n<meta charset=\"utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<title>Drop Anywhere SVG Stroke Logo Intro</title>\n<style>\n html,body{margin:0;... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n \"/home/user/MythosMini/journal.md\", \"offset\": 327, \"limit\": 369}\nResult: File content (27395 tokens) exceeds maximum allowed tokens (25000). Use offset and limit parameters to read specific portions of the file, or search for specific content inst... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ne single lookup table that replaces them. Read the relevant entries there before touching unfamiliar code — that is what the file is for.\n4\t\n5\t## When to update\n6\t\n7\t- **Add a function** → add its entry before the task is done.\n8\t- **Modify a fu... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n editing, `make test` proves dependents still work.\n9\t- After the task, review `git diff` line by line. Every changed line must be justified by the task; revert anything that is not.\n10\t- Out-of-scope problems you discover (a bug elsewhere, dead code ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nt.\n11\t\n12\t## Commits\n13\t\n14\t- Commit after every small unit of work that leaves the repo in a working state: a function added, a …[truncated]\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/tests/test_fp4.py\"}\nResult: 1\timport ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nts/test_clock_quantization.py\", \"content\": \"import math\\n\\nimport torch\\nimport torch.nn.functional as functional\\nfrom torch import Tensor, nn\\n\\nCLOCK_INFO_LEVELS = (0.5, 1.0, 1.5, 2.0)\\nCLOCK_INFO_STATES = 2 * len(CLOCK_INFO_LEVELS)\\nCLOCK_... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nsed -n 1,60p /home/user/MythosMini/scripts/audit_docs.py\", \"description\": \"Check docs audit scope\"}\nResult: import ast\nimport sys\nfrom pathlib import Path\n\nREPO_ROOT = Path(__file__).resolve().parent.parent\n\n\ndef get_documented_entries(doc_pa... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nsformer import MythosMini\n4\tfrom src.mythosmini.training.fp4 import (\n5\t FP4_BLOCK,\n6\t FP4_LEVELS,\n7\t Fp4Linear,\n8\t fp4_weight,\n9\t quantize_fp4,\n10\t)\n11\t\n12\t\n13\tdef test_quantize_fp4_outputs_only_e2m1_grid_values() -> No... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\naot.py .\naudit_docs.py\nclaude_extract.py\nprocess_claude_data.py\nmemory.used [MiB], memory.total [MiB]\n23416 MiB, 32607 MiB\nAssistant action: Bash {\"command\": \"sed -n 1,60p /home/user/MythosMini/scripts/audit_docs.py\", \"description\": \"Check do... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nh/research/fable5.md, ralph/tasks.md, ralph/progress.md. Nothing discarded.\n333\t\n334\t**Open questions / next steps:** The research reveals Fable 5 is a large frontier model, not an SLM. The remaining tasks should adjust the community um …[truncated]\n... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n pytest tests/ -v\n\nlint:\n\t$(VENV)/bin/ruff format --check src/ tests/ ralph.py train.py\n\t$(VENV)/bin/ruff check src/ tests/ ralph.py train.py\n\t$(PY) pyaot.py .\n\t$(PY) scripts/audit_docs.py\n\t@grep -r \"^[[:space:]]*#\" src/ train.py ralph.py | ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n /home/user/MythosMini/src/mythosmini/training/fp4.py\", \"description\": \"Check docs entries for tests and fp4 source\"}\nResult: 11:def quantize_fp4(weight: Tensor, block: int = FP4_BLOCK) -> Tensor:\n28:def fp4_weight(weight: Tensor) -> Tensor:\n29: ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nack)\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/tests/test_clock_quantization.py\", \"old_string\": \"CLOCK_ZERO_THRESHOLD = 0.25 * CLOCK_SPARSITY_STATES * 0.375\", \"new_string\": \"CLOCK_ZERO_THRESHOLD = 0.37... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>"
},
{
"role": "assistant",
"content": "<think>\nThe mo... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nr_stays_zero PASSED [ 33%]\ntests/test_clock_quantization.py::test_quantize_clock_deadzone_produces_sparsity PASSED [ 44%]\ntests/test_clock_quantization.py::test_quantize_clock_large_values_keep_sign_and_max_level PASSED [ 55%]\ntests/test_clock_quantiza... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ninary file matches\ngrep: src/mythosmini/training/__pycache__/stm.cpython-312.pyc: binary file matches\ngrep: src/mythosmini/training/__pycache__/loop.cpython-312.pyc: binary file matches\ngrep: src/mythosmini/training/__pycache__/sft.cpython-312.pyc: bin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test.log; gre... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n: 300000}\nResult: .venv/bin/ruff format --check src/ tests/ ralph.py train.py\nWould reformat: tests/test_clock_quantization.py\n1 file would be reformatted, 65 files already formatted\nmake: *** [Makefile:15: lint] Error 1\nAssistant action: Bash {\"com... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test.log; gre... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test.log; gre... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test.log; gre... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nath\": \"/home/user/MythosMini/tests/test_clock_quantization.py\", \"old_string\": \" losses.append(float(loss))\", \"new_string\": \" losses.append(float(loss.detach()))\"}\nResult: The file /home/user/MythosMini/tests/test_clock_quantizati... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bcjakyqpv</task-id>\n<tool-use-id>toolu_01F4sqEr8QVvyR9BpAurFYoz</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/7758cfa4-f4c8-4cb9-8ea3-30697ba1dfad/tasks/bcjakyqpv.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bcjakyqpv</task-id>\n<tool-use-id>toolu_01F4sqEr8QVvyR9BpAurFYoz</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/7758cfa4-f4c8-4cb9-8ea3-30697ba1dfad/tasks/bcjakyqpv.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bcjakyqpv</task-id>\n<tool-use-id>toolu_01F4sqEr8QVvyR9BpAurFYoz</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/7758cfa4-f4c8-4cb9-8ea3-30697ba1dfad/tasks/bcjakyqpv.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bcjakyqpv</task-id>\n<tool-use-id>toolu_01F4sqEr8QVvyR9BpAurFYoz</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/7758cfa4-f4c8-4cb9-8ea3-30697ba1dfad/tasks/bcjakyqpv.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please continue working\nAssistant: Continuing with the next journaled step that stays inside `tests/`: real 4-bit code packing — encode quantized weights into uint8 nibble codes (12 used codes of 16) and round-trip losslessly. The v1 variant stays open: with zero codes counted... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bcjakyqpv</task-id>\n<tool-use-id>toolu_01F4sqEr8QVvyR9BpAurFYoz</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/7758cfa4-f4c8-4cb9-8ea3-30697ba1dfad/tasks/bcjakyqpv.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "COntinue"
},
{
"role": "assistant",
"content": "<think>\nAlright, I've just kicked off a full lint and test suite run in the background with the `make lint` and `make test` commands, storing their outputs to `/tmp/lint2.log` and `/tmp/test2.log` respectively. The ba... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bkf17jmvr</task-id>\n<summary>Monitor event: \"full pytest suite completion (/tmp/test.log)\"</summary>\n<event>[Monitor timed out — re-arm if needed.]</event>\n</task-notification>\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test.log; gre... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "COntinue\nAssistant action: Bash {\"command\": \"tail -3 /tmp/test2.log 2>/dev/null; grep -c \\\"PASSED\\\\|FAILED\\\" /tmp/test2.log 2>/dev/null; echo lint:; tail -2 /tmp/lint2.log 2>/dev/null; nvidia-smi --query-gpu=memory.used,utilization.gpu --format=csv,noheader\", \"descr... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end."
},
{
"role": "assistant",
"content": "<think>\nThe user wants a summary of differences between \"this arch\" and a normal LLaMA model, and also an explanation of wh... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/user/MythosMini && grep -n \\\"slerp\\\" -ri /home/user/MythosMini --include=*.py | head\", \"description\": \"List repo and fin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/user/MythosMini && grep -n \\\"slerp\\\" -ri /home/user/MythosMini --include=*.py | head\", \"description\": \"List repo and fin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please continue working\nAssistant: Continuing with the next journaled step that stays inside `tests/`: real 4-bit code packing — encode quantized weights into uint8 nibble codes (12 used codes of 16) and round-trip losslessly. The v1 variant stays open: with zero codes counted... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/user/MythosMini && grep -n \\\"slerp\\\" -ri /home/user/MythosMini --include=*.py | head\", \"description\": \"List repo and fin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please continue working\nAssistant: Continuing with the next journaled step that stays inside `tests/`: real 4-bit code packing — encode quantized weights into uint8 nibble codes (12 used codes of 16) and round-trip losslessly. The v1 variant stays open: with zero codes counted... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/user/MythosMini && grep -n \\\"slerp\\\" -ri /home/user/MythosMini --include=*.py | head\", \"description\": \"List repo and fin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please summarize what is differnt about this arch than normal llama. and what slerp does at the end.\nAssistant action: Bash {\"command\": \"ls /home/user/MythosMini && grep -n \\\"slerp\\\" -ri /home/user/MythosMini --include=*.py | head\", \"description\": \"List repo and fin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "okay, you can stop caveman to explain\nAssistant: Sure — here's the full explanation in plain prose.\n\n## How this architecture differs from a standard Llama\n\nA normal Llama is a straight stack of N distinct transformer layers — every layer has its own weights, and a token p... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "okay, you can stop caveman to explain\nAssistant: Sure — here's the full explanation in plain prose.\n\n## How this architecture differs from a standard Llama\n\nA normal Llama is a straight stack of N distinct transformer layers — every layer has its own weights, and a token p... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "okay, you can stop caveman to explain\nAssistant: Sure — here's the full explanation in plain prose.\n\n## How this architecture differs from a standard Llama\n\nA normal Llama is a straight stack of N distinct transformer layers — every layer has its own weights, and a token p... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "is slerp funcioning as it should? Resolving data files: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████| 140/140 [00:00<00:00, 74917.40it/s]\ncaching tokens: 100%|████████████████████████████████████████████████████... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "yes, dedup the symmetric pairs too\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/src/mythosmini/merging/tournament.py\", \"old_string\": \"def build_generation(\\n parents: list[MergeCandidate], generation: int, evaluate: Evaluator\\... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "yes, dedup the symmetric pairs too\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/src/mythosmini/merging/tournament.py\", \"old_string\": \"def build_generation(\\n parents: list[MergeCandidate], generation: int, evaluate: Evaluator\\... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "okay, you can stop caveman to explain"
},
{
"role": "assistant",
"content": "<think>\nI need to respond to the user’s request: “okay, you can stop caveman to explain”. The user wants a clear, plain‑prose explanation of how MythosMini’s architecture differs from a st... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Please continue working\nAssistant: Continuing with the next journaled step that stays inside `tests/`: real 4-bit code packing — encode quantized weights into uint8 nibble codes (12 used codes of 16) and round-trip losslessly. The v1 variant stays open: with zero codes counted... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then do anything you missed.\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/AGENTS.md\"}\nResult: 1\t# AGENTS.md — Operating Rules for AI Agents in MythosMini\n2\t\n3\tMythosMini is a small language model (\"mini Fable\") built in Python 3.12. T... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "yes, dedup the symmetric pairs too\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/src/mythosmini/merging/tournament.py\", \"old_string\": \"def build_generation(\\n parents: list[MergeCandidate], generation: int, evaluate: Evaluator\\... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "okay, you can stop caveman to explain\nAssistant: Sure — here's the full explanation in plain prose.\n\n## How this architecture differs from a standard Llama\n\nA normal Llama is a straight stack of N distinct transformer layers — every layer has its own weights, and a token p... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "prevent self merging\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/src/mythosmini/merging/tournament.py\", \"old_string\": \" wiki_best = min(parents, key=lambda c: c.scores.wiki_ppl)\\n arc_best = max(parents, key=lambda c: c.sco... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then do anything you missed.\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/AGENTS.md\"}\nResult: 1\t# AGENTS.md — Operating Rules for AI Agents in MythosMini\n2\t\n3\tMythosMini is a small language model (\"mini Fable\") built in Python 3.12. T... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ncreated the real artifacts the rules reference: Makefile, pinned requirements, pyproject config, docs/functions.md, tests/ with a repo-contract e2e suite.\n8\t\n9\t**Long description:** The original AGENTS.md had grown to 20 rules / ~320 lines with heavy ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n.md, doc entries, test layout\"}\nResult: # scores.md — Training Run Score Registry\n\nEvery training-behavior change gets exactly one row per 2B-token test run (`python3 train.py 2 4`). One feature per run; never bundle changes. Columns: commit ID at the... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "yes, dedup the symmetric pairs too\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/src/mythosmini/merging/tournament.py\", \"old_string\": \"def build_generation(\\n parents: list[MergeCandidate], generation: int, evaluate: Evaluator\\... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nnctions.md\", \"offset\": 2280, \"limit\": 90}\nResult: 2280\t### build_generation — src/mythosmini/merging/tournament.py\n2281\t\n2282\t**Purpose:** Produces and evaluates all SLERP children for a generation: every parent pair (Strategy 1), greedy specia... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nere() -> None:\n34:def test_slerp_tensor_aligns_sign_flipped_weights() -> None:\n40:def test_slerp_tensor_shape_mismatch_raises() -> None:\n45:def test_slerp_state_dicts_merges_floats_keeps_ints() -> None:\n55:def make_candidate(\n66:def test_improves_any... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nT (tool call) Bash input={\"command\": \"tail -20 /home/user/MythosMini/tests/test_merging.py\", \"description\": \"See end of test file\"}\nResult: make_candidate(\"step_20000\", {20000}, blimp=55.0, arc=26.0, wiki=5.0),\n ]\n messages: lis... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n{2000}, 55.0, 35.0, 5.0),\\n ]\\n chi …[truncated]\nResult: ................ [100%]\n16 passed in 0.68s\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/t... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\not.py .)\n14\t```\n15\t\n16\tThese five entry points must alway …[truncated]\nAssistant action: Bash {\"command\": \"wc -l /home/user/MythosMini/journal.md /home/user/MythosMini/docs/functions.md /home/user/MythosMini/scores.md; ls /home/user/MythosMini/d... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n keys.add(child.name)\\n names = [child.name for child in children]\", \"new_string\": \" children = build_generation(parents, 1, evaluate)\\n names = [child.name for child in children]\\n assert len(names) == len(set(names))\"}\nResult:... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training."
},
{
"role": "as... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then do anything you missed.\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/AGENTS.md\"}\nResult: 1\t# AGENTS.md — Operating Rules for AI Agents in MythosMini\n2\t\n3\tMythosMini is a small language model (\"mini Fable\") built in Python 3.12. T... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n …[truncated]\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/tests/test_merging.py\", \"offset\": 1, \"limit\": 70}\nResult: 1\timport math\n2\t\n3\timport pytest\n4\timport torch\n5\tfrom src.mythosmini.benchmarks.runner import Benchmark... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n-10 — added multi-strategy support.\n2295\t\n2296\t### build_centroid_merge — src/mythosmini/merging/tournament.py\n2297\t\n2298\t**Purpose:** Merges the top 3 candidates of the current pop …[truncated]\nAssistant action: Bash {\"command\": \"grep -n \\\"... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nnauthenticated 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.\nWar... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user]\nin agents.md tell agents to ignore mypy and use pyaot.py and to fix any bugs in the script if needed, but follow its advice. Also, you dont need to run a verificati0on run if the change is tiny and doesnt affect training.\nAssistant action: Bash {... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements"
},
{
"role": "assistant",
"content": "<think>\nThe user just asked: “remove mypy from requirements”. I need to understand the current state of the project’s dependency files. Specifically, the `requirements.txt` lists the exact pip pac... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "in the ralph section, make a interactive prompt that asks if you want to use claude, then are signed into claude, then asks are you sure (it will use fable 5, very expenbsive). If its all agreed to, it should run this. claude -p \"[prompt for model here]\" --model claude-fable-... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "in the ralph section, make a interactive prompt that asks if you want to use claude, then are signed into claude, then asks are you sure (it will use fable 5, very expenbsive). If its all agreed to, it should run this. claude -p \"[prompt for model here]\" --model claude-fable-... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "in the ralph section, make a interactive prompt that asks if you want to use claude, then are signed into claude, then asks are you sure (it will use fable 5, very expenbsive). If its all agreed to, it should run this. claude -p \"[prompt for model here]\" --model claude-fable-... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "remove mypy from requirements\nAssistant action: Bash {\"command\": \"cat /home/user/MythosMini/requirements.txt; grep -n \\\"mypy\\\\|tqdm\\\" /home/user/MythosMini/pyproject.toml\", \"description\": \"Inspect requirements and pyproject for mypy config\"}\nResult: --extra-inde... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n_name: str) -> tuple[int, str, int | None]:\n247\t LOGS_DIR.mkdir(parents=True, exist_ok=True)\n248\t command = [\n249\t \"opencode\",\n250\t \"run\",\n251\t \"--print-logs\",\n252\t \"--log-level\",\n253\t \"ERROR... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "in the ralph section, make a interactive prompt that asks if you want to use claude, then are signed into claude, then asks are you sure (it will use fable 5, very expenbsive). If its all agreed to, it should run this. claude -p \"[prompt for model here]\" --model claude-fable-... | 1 | Swarm-AI-Research/fable5-traces-sft |
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