messages list | tier int64 | src string |
|---|---|---|
[
{
"role": "user",
"content": "User: analize this codebase, then descirbe it to me"
},
{
"role": "assistant",
"content": "# Caveman Mode Active\n\n**Level:** full \n**Session:** 1 of 1 \n**Goal:** Build a real-time, multiplayer, persistent chat app with voice/video, file sharing, and end-to-end... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Analyze this codebase and summarize what it is and how it works."
},
{
"role": "assistant",
"content": "<think>\nI need to start by exploring the codebase structure to understand what this project is about, so I'll read the key files like README, package.json,... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Analyze this codebase and summarize what it is and how it works.\nAssistant: I'll analyze this codebase for you. Let me start by exploring the structure and key files.\nAssistant action: Read {\"file_path\": \"/home/lane/cc/README.md\"}\nAssistant action: Read {\"file_pat... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Analyze this codebase and summarize what it is and how it works."
},
{
"role": "assistant",
"content": "<think>\nI need to explore the codebase structure first by listing files and reading key configuration files to understand what this project is about.\n</th... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "(file state is current in your context — no need to Read it back)\nResult: The file /home/lane/cc/.claude/memory/context7.md has been updated successfully. (file state is current in your context — no need to Read it back)\nResult: The file /home/lane/cc/.claude/memory/context7.... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: sup\nAssistant: Caveman mode active. What fix?\nUser: who are you?\nAssistant: Mini-Fable-5. Code copilot. Caveman mode active.\nUser: <local-command-caveat>Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these message... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: <command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Do these in order. 1. Get all my claude code chats with Fable 5. 2. Put them here. 3. create super long CoT thinking inbetween messages, you will use https:/... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: <command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Do these in order. 1. Get all my claude code chats with Fable 5. 2. Put them here. 3. create super long CoT thinking inbetween messages, you will use https:/... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: <command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Do these in order. 1. Get all my claude code chats with Fable 5. 2. Put them here. 3. create super long CoT thinking inbetween messages, you will use https:/... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: <command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Do these in order. 1. Get all my claude code chats with Fable 5. 2. Put them here. 3. create super long CoT thinking inbetween messages, you will use https:/... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "cripts to make it work better. You will use my GPU.\". Briefly acknowledge the goal, then immediately start (or continue) working toward it — treat the condition itself as your directive and do not pause to ask the user what to do. The hook will block stopping until the conditi... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "lane-bench\ndrwx------ 2 lane lane 4096 Jun 8 16:03 -home-lane-benchmark\ndrwxrwxr-x 3 lane lane 4096 Jun 10 15:50 -home-lane-cc\ndrwxrwxr-x 3 lane lane 4096 Jun 7 21:39 -home-lane-CompactAIGridManagementSystem\ndrwx------ 4 lane lane 4096 Jun 7 22:51 -home-lane-imagegen... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "s\",\"sessionId\":\"66da7b96-9814-48a5-bd86-0e377c3fb3ee\"}\n{\"parentUuid\":null,\"isSidechain\":false,\"attachment\":{\"type\":\"hook_success\",\"hookName\":\"SessionStart:startup\",\"toolUseID\":\"25d28964-e37a-4e4d-8850-a48815610def\",\"hookEvent\":\"SessionStart\",\"conten... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "9.2\ndatasets 5.0.0\npeft 0.19.1\ntransformers 5.11.0\ntrl 1.5.1\nAssistant: torch+cuda work. ML libs present, no unsloth. Verify target model exists on HF — and check what format it really is.\nAssistant action: Tool... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "data\", \"subject\": \"Extract all Fable 5 chats\"}\nResult: Task #1 created successfully: Extract all Fable 5 chats\nAssistant action: TaskCreate {\"activeForm\": \"Generating CoT data\", \"description\": \"Test how qwen3.5:4b MTP model produces reasoning via ollama. Insert lo... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ".\nAssistant action: TaskUpdate {\"status\": \"in_progress\", \"taskId\": \"1\"}\nResult: Updated task #1 status\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; f=$(grep -rl '\\\"model\\\":\\\"claude-fable-5\\\"' /home/lane/.claude/projects/ | head -1); echo \\\"FILE:... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\nAssistant: Chats already contain real Fable 5 `thinking` blocks. I'll extract user→assistant text pairs plus any existing thinking. Writing extractor.\nAssistant action: Write {\"content\": \"#!/usr/bin/env python3\\n\\\"\\\"\\\"Extract Fable 5 conversational turns from Claud... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "t len 376\nAssistant: Only 37 — thinking lives in separate assistant entries than text, and I reset user too early. Fix pairing: accumulate thinking across consecutive assistant blocks, keep user until next real user.\nAssistant action: Edit {\"file_path\": \"/home/lane/cc/scri... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; cat > /tmp/q.json <<'EOF'\\n{\\\"model\\\":\\\"qwen3.5:4b\\\",\\\"prompt\\\":\\\"How many r in strawberry? Think step by step.\\\",\\\"stream\\\":false,\\\"think\\\":true,\\\"options\\\":{\\\"num_predict\\\":400}}\\nEOF... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "licitly agrees to resume.\n\nI considered whether to offer a \"soft reset\" versus a hard delete. A soft reset would be too risky; if the user doesn't remember what the unfinished work was, restoring it could lead to running the wrong script or losing data. The user explicitly ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "new helper functions: `wants_resume()` to parse the boolean input safely, and `discard_unfinished_work()` to handle the file deletion logic. I must ensure `ralph/logs/` i\nAssistant: CoT generation works well. Building full generator over all 105 pairs.\nAssistant action: Write... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "e)\\nprint(\\\"path\\\",p)\\nprint(sorted(os.path.basename(x) for x in glob.glob(p+\\\"/*\\\")))\\nfrom transformers import AutoTokenizer\\nt=AutoTokenizer.from_pretrained(p)\\nmsgs=[{\\\"role\\\":\\\"user\\\",\\\"content\\\":\\\"hi\\\"},{\\\"role\\\":\\\"assistant\\\",\\\"cont... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "moving on\nAssistant: Right — verify base model actually generates `<think>...</think>` then answer with this template before building the trainer. Quick generation test on the safetensors base.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; source .venv/bin/activate... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " json\\nrows=[json.loads(l) for l in open('data/fable5_cot.jsonl')]\\nimport statistics\\nlens=[len(r['thinking']) for r in rows]\\nprint(f\\\"n={len(rows)} cot chars min/median/max={min(lens)}/{int(statistics.median(lens))}/{max(lens)}\\\")\\n# leakage check: does CoT echo tel... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " the current interactive session. My first instinct is to check the status of the underlying infrastructure, specifically the tmux panes managing the terminal sessions. Since the previous attempt to use `opencode` failed due to rate limiting, and `freebuff` is the active model,... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "mpt\": \"Continue the goal: check gen_cot.py finished, then run fine-tune (task 3), export to Ollama as Mini-Fable-5 (task 4), test headless (task 5).\", \"reason\": \"Waiting for gen_cot.py to finish remaining ~22 CoT generations (qwen3.5:4b via ollama)\"}\nResult: Next wakeup... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ification arrives.\nAssistant: Status while CoT generation finishes:\n\n- **Task 1 done** — 105 Fable 5 user→reply pairs extracted (real thinking was encrypted/empty, confirming CoT must be synthesized)\n- **Task 2 running** — 83/105 CoT generated via qwen3.5:4b, verified good ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "d—105 Fable 5 chats extracted and placed in /home/lane/cc/data/fable5_raw.jsonl; (2) completed—data extracted to working directory; (3) in-progress—CoT generation via qwen3.5:4b (83/105 done, full testing performed and verified), not yet complete; (4) script written but not exe... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "60; echo \\\"=== log ===\\\"; tail -20 logs/finetune.log\", \"description\": \"Start LoRA fine-tuning, check early log\", \"timeout\": 120000}\nResult: The user doesn't want to proceed with this tool use. The tool use was rejected (eg. if it was a file edit, the new_string was ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " rm -f data/fable5_cot.jsonl.bak; cp data/fable5_cot.jsonl data/fable5_cot_turnlevel.jsonl.bak; echo \\\"backed up old turn-level CoT\\\"\", \"description\": \"Backup old turn-level data\"}\nResult: total 612\ndrwxrwxr-x 2 lane lane 4096 Jun 10 15:52 .\ndrwxrwxr-x 9 lane lane... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ndef clean_user(content):\\n if isinstance(content, str):\\n s = content.strip()\\n if not s or s.startswith(\\\"<\\\") or \\\"command-name\\\" in s or \\\"local-command\\\" in s:\\n return None\\n return s\\n parts = []\\n for b in cont... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ": 39 turns | 565 tool_use steps | 108 text steps -> /home/lane/cc/data/fable5_seq.jsonl\navg steps/turn: 31.6\nAssistant: 39 full turns, **565 tool_use + 108 text steps** = 673 points needing a `<think>` before them. Inspecting one turn to design per-step CoT prompt.\nAssistant... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "gents.md. then do this. lane …/MythosMini main 18:26 python3 ralph.py \nopencode is up to date\nWhat goal do you want done? make te\n0 TOOL Bash input={\"command\": \"ls /home/lane/MythosMini; ls /home/lane/MythosMini/agents.md /home/lane/MythosMini/AGENTS.md 2>/... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ened. 40-120 words. Output ONLY the reasoning. \\\"\\n \\\"No preamble, no 'I will' lists of future steps beyond this one action.\nResult: File created successfully at: /home/lane/cc/scripts/gen_cot_seq.py (file state is current in your context — no need to Read it back)\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ng and the script crashed mid-execution, I need to manually inspect the environment first. Confirming these files exist is critical before attempting to read their content or proceed with the goal of creating `test.py`, ensuring I'm not building on missing context.\n\n--- THINK... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ly. Simultaneously, listing the `ralph` directory confirms if the main script structure is intact before I attempt to run it or generate test.py, ensuring I'm working with the correct context and files.\n\nok 3 cot generated\nAssistant: Per-step CoT is context-aware and referen... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " huggingface_hub import snapshot_download\\np=snapshot_download('Qwen/Qwen3.5-4B',local_files_only=True)\\ns=open(p+'/chat_template.jinja').read()\\nimport re\\nfor kw in ['tool_call','tool_response','<think','arguments','im_start']:\\n print('==',kw,'==', s.count(kw))\\npri... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "format to match exactly.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; source .venv/bin/activate; python3 -c \\\"\\nfrom huggingface_hub import snapshot_download\\np=snapshot_download('Qwen/Qwen3.5-4B',local_files_only=True)\\ns=open(p+'/chat_template.jinja').read()... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "en/Qwen3.5-4B\\\"\\nDATA = \\\"/home/lane/cc/data/fable5_seq_cot.jsonl\\\"\\nOUT = \\\"/home/lane/cc/models/mini-fable-5-lora\\\"\\nIM_S, IM_E = \\\"<|im_start|>\\\", \\\"<|im_end|>\\\"\\n\\ndef render_tool_call(name, inp):\\n lines = [f\\\"<tool_call>\\\\n<function={name}>\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "h training.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; source .venv/bin/activate; python3 - <<'PY'\\nimport json\\nexec(open('scripts/finetune.py').read().split('tok = AutoTokenizer')[0]) # load serializer\\nt=json.loads(open('data/fable5_seq_cot.jsonl').readlin... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ize(t)\\ni=s.find('<|im_start|>assistant')\\nprint(s[i:i+900])\\nPY\", \"description\": \"Inspect assistant interleaved block\"}\nResult: <|im_start|>assistant\n<think>\nI execute this Bash command immediately because the previous Opencode session failed due to rate limiting, a... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "no need to Read it back)\nAssistant: Export/merge script ready. Waiting on the training Monitor to report before merging. Standing by.\nUser: Continue, I think the monitors stalled\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; kill -0 2682077 2>/dev/null && echo \\\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "46, 'pad_token_id': 248044}.\n\r 0%| | 0/20 [00:00<?, ?it/s]\r 5%|▌ | 1/20 [00:18<05:53, 18.58s/it]\r \r\r 5%|▌ | 1/20 [00:18<05:53, 18.58s/it]\r 10%|█ | 2/20 [00:30<04:19, 14.42s/it]\r ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "turns:|'loss'\\\" | awk 'NR%10==0 || /saved LoRA|Traceback|Error|Exception|OutOfMemory|turns:/{print; fflush()}')\",\"task_id\":\"bdyhh9xs4\",\"task_type\":\"local_bash\",\"command\":\"cd /home/lane/cc; tail -n +1 -f logs/finetune.log 2>&1 | grep -E --line-buffered \\\"saved Lo... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "fflush()}')\",\"task_id\":\"bl7aywg9z\",\"task_type\":\"local_bash\",\"command\":\"cd /home/lane/cc; tail -n +1 -f logs/gen_cot_seq.log | grep -E --line-buffered \\\"done:|Traceback|Error|Exception|refused|\\\\[(1[0-9]|2[0-9]|3[0-9])/39\\\\]\\\" | awk 'NR%5==0 || /done:|Traceba... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "lled. Falling back to torch implementation. To install follow https://github.com/fla-org/flash-linear-attention#installation and https://github.com/Dao-AILab/causal-conv1d\n\rLoading weights: 0%| | 0/426 [00:00<?, ?it/s]\rLoading weights: 100%|██████████| 426/426 [00... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "-Fable-5, a compact agentic coding assistant distilled from Claude Fable 5 transcripts. Think step by step inside <think></think> before each tool call or reply.\\\"\\\"\\\"\\nEOF\\necho \\\"=== creating ollama model ===\\\"; ollama create Mini-Fable-5 -f models/Modelfile 2>&1 ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "247e083b80d32d5c0aba91c272ca9ff729b6a0e523 100% \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Ggathering model components \u001b[K\ncopying file sh\nAssistant: Ollama's safetensors converter lacks Qwen3.5 arch (though it... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ".47G [00:03<00:10, 317Mbyte/s]\rWriting: 24%|██▍ | 1.09G/4.47G [00:03<00:10, 318Mbyte/s]\rWriting: 25%|██▌ | 1.12G/4.47G [00:03<00:10, 322Mbyte/s]\rWriting: 26%|██▌ | 1.17G/4.47G [00:03<00:10, 312Mbyte/s]\rWriting: 27%|██▋ | 1.22G/4.47G [00:04<00:10,... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ssm_a']\nAssistant: My GGUF is a correct hybrid (SSM + attention layers); layer 32 is a pure-SSM layer, but ollama 0.21.2's runtime wrongly expects attention there — its embedded llama.cpp is older than my convert. Fix: update ollama to match.\nAssistant action: Bash {\"command... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ow server runs ===\n10003 /usr/local/bin/ollama serve\n2717383 /bin/bash -c source /home/lane/.claude/shell-snapshots/snapshot-bash-1781121031994-2tw2jm.sh 2>/dev/null || true && shopt -u extglob 2>/dev/null || true && eval 'cd /tmp; echo \"=== how server runs ===\"; pgrep -af ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ompt_eval_cou\n=== stock arch ===\n architecture qwen35 \n parameters 4.7B \n Parameters\n=== mine ===\n architecture qwen35 \n parameters 4.2B \n Parameters\nAssistant: Both `qwen35`, stock runs — so it's a layer-pa... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\nINFO:httpx:HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen3.5-4B/851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a/config.json \"HTTP/1.1 200 OK\"\nTraceback (most recent call last):\n File \"/home/lane/llama.cpp/convert_lora_to_gguf.py\", line 400, in <m... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "lly exported to models/mini-fable-5-adapter.gguf\n-rw-rw-r-- 1 lane lane 169887392 Jun 10 16:38 models/mini-fable-5-adapter.gguf\nAssistant: Adapter GGUF built (170MB). Now Mini-Fable-5 = stock base + my adapter.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; cat > m... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "test ===\nTHINKING: \nCONTENT: \nERR: failed to initialize model: loras are not yet implemented\nAssistant: 0.21.2: \"loras are not yet implemented\" — adapter route is out too. Must ship a full GGUF 0.21.2 accepts. Comparing my GGUF's KV metadata to the stock one that loads, t... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "k,mr=kv(mine)\\nprint(\\\"=== keys in STOCK not in MINE ===\\\")\\nfor k in sorted(sk-mk): print(\\\" \\\",k)\\nprint(\\\"=== keys in MINE not in STOCK ===\\\")\\nfor k in sorted(mk-sk): print(\\\" \\\",k)\\n# show qwen35 layer-pattern related values\\nimport struct\\ndef val... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "adding_token\n tokenizer.ggml.scores\n=== keys in MINE not in STOCK ===\n general.name\n general.size_label\n general.type\n qwen35.nextn_predict_layers\nqwen35.vision.block_count | stock: True mine: False\nqwen35.attention.head_count_kv | stock: True mine: True\nqwen... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "m gguf import GGUFReader\\nimport numpy as np\\ndef gv(r,key):\\n f=r.fields.get(key)\\n if not f: return None\\n return f.parts[f.data[0]].tolist() if hasattr(f.parts[f.data[0]],'tolist') else f.parts[f.data[0]]\\nfor name,p in [(\\\"STOCK\\\",\\\"/home/lane/.ollama/m... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " layer), but my GGUF wrote it as SSM. Checking the source model's actual layer types to see if it's a converter boundary bug.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; source .venv/bin/activate; python3 - <<'PY'\\nimport json\\nc=json.load(open('models/mini-fabl... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "^^^^^\n File \"/home/lane/cc/.venv/lib/python3.12/site-packages/litellm/proxy/proxy_cli.py\", line 858, in run_server\n raise ModuleNotFoundError(\nModuleNotFoundError: Missing dependency No module named 'websockets'. Run `pip install 'litellm[proxy]'`\nAssistant action: Ba... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "oute, then run claude headless against it.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; curl -s http://localhost:4000/v1/messages -H \\\"content-type: application/json\\\" -H \\\"x-api-key: sk-x\\\" -H \\\"anthropic-version: 2023-06-01\\\" -d '{\\\"model\\\":\\\"mi... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "nd the model reasons in distilled Fable-5 style. Now the real test — claude code headless against it.\nAssistant action: Bash {\"command\": \"cd /home/lane/cc; mkdir -p /tmp/mf5test && cd /tmp/mf5test; rm -f *; \\nexport ANTHROPIC_BASE_URL=http://localhost:4000\\nexport ANTHROP... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tests__/engine.test.ts, src/__tests__/crypto.test.ts\n 11. Run & verify — npm run dev, npm run test\n\n Next step\n\n Finish the project skeleton and core engine.\n\n✻ Crunched for 6s\n\n─── History 24/24 ──────────────────────────────────────────────────────────────────────... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "Added a search bar when browsing a marketplace's plugins in `/plugin` │\n│ Mini-Fable-5 with xhigh effort · API Usage Billing │ /release-notes for more ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\n\n❯ analize this codebase, then descirbe it to me \n\n∴ Caveman mode active — user wants terse output. No intros, no fluff, no \"I can help\" — just the an... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "gion from `~/.aws` config files when `AWS_REGION` isn't set, matching AWS SD… │\n│ │ Added a search bar when browsing a marketplace's plugins in `/plugin` │\n│ Mini-Fable-5 with low e... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "aveman mode, \"Goal: build chat app\", MythosMini/ralph stuff) instead of analyzing the real codebase. 7 epochs/r64 would make it worse. Reversing: light touch so base Qwen3.5 competence survives, LoRA only nudges style.\nAssistant action: Edit {\"file_path\": \"/home/lane/cc/s... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " action: Bash {\"command\": \"cd /home/lane/cc; source .venv/bin/activate; rm -rf models/mini-fable-5-lora; nohup python scripts/finetune.py > logs/finetune2.log 2>&1 & echo $! > /tmp/ftpid; echo \\\"pid $(cat /tmp/ftpid)\\\"\", \"description\": \"Launch light retrain\"}\nResul... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "; c=json.load(open(p)); c['mtp_num_hidden_layers']=0; c.pop('num_nextn_predict_layers',None); json.dump(c,open(p,'w')); print('mtp zeroed')\\\"\\necho \\\"=== convert ===\\\"; python /home/lane/llama.cpp/convert_hf_to_gguf.py models/mini-fable-5-merged --outfile models/mini-fab... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "l; ollama create Mini-Fable-5 -f models/Modelfile 2>&1 | tail -1\", \"description\": \"Merge, zero mtp, convert, rebuild ollama\", \"timeout\": 600000}\nResult: === merge ===\n\rWriting model shards: 0%| | 0/1 [00:00<?, ?it/s]\rWriting model shards: 100%|██████████| ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "gion from `~/.aws` config files when `AWS_REGION` isn't set, matching AWS SD… │\n│ │ Added a search bar when browsing a marketplace's plugins in `/plugin` │\n│ Mini-Fable-5 with low e... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "arch — codebase exploration\n - cross-review — multi-perspective code review\n - zen-review — focused code review\n - deep-research — multi-source fact-checked reports\n - plan — task breakdown & implementation planning\n - skill-creator — define new agent skills\n - upda... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "']=='text': tot_text+=1; text_poll+=bool(pat.search(s['text']))\\nprint(f\\\"turns={tot} | user mentions caveman: {upoll}\\\")\\nprint(f\\\"CoT blocks w/ caveman: {cot_poll}/{tot_cot}\\\")\\nprint(f\\\"final-text steps w/ caveman: {text_poll}/{tot_text}\\\")\\n# sample polluted... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "y are you tailing. why did you add anything after claude -p \"prompt\".\nAssistant action: Bash {\"command\": \"cd /tmp/mf5test; rm -f *\\nexport ANTHROPIC_BASE_URL=http://localhost:4000 ANTHROPIC_AUTH_TOKEN=sk-x ANTHROPIC_API_KEY=sk-x\\nclaude -p \\\"Create hello.py that print... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Please combine the broken trunticated snippits into the one full chat. if trunticated -> combine with smaple above it -> if not -> leave as is. (fable5 cot merged)\nAssistant: Need find file first. Look working dir.\nAssistant action: Bash {\"command\": \"ls -la\", \"de... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Please combine the broken trunticated snippits into the one full chat. if trunticated -> combine with smaple above it -> if not -> leave as is. (fable5 cot merged)\nAssistant: Need find file first. Look working dir.\nAssistant action: Bash {\"command\": \"ls -la\", \"de... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "User: Please combine the broken trunticated snippits into the one full chat. if trunticated -> combine with smaple above it -> if not -> leave as is. (fable5 cot merged)\nAssistant: Need find file first. Look working dir.\nAssistant action: Bash {\"command\": \"ls -la\", \"de... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "4-5dc897346ca9.jsonl\n/home/lane/claude/hf_fable5_ds/7274969b-ab5c-461c-bc7c-8434eb9eb42e.jsonl\n/home/lane/claude/hf_fable5_ds/b0e959f7-df98-445f-808f-4d38b25e4e01.jsonl\n/home/lane/claude/hf_fabl\nAssistant: Target likely `fable5_cot_merged.jsonl`. Check structure + gen scrip... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ", 'model': 'claude-fable-5', 'context': 'USER: Make a new one, it should be a fast paced multiplayer FPS (with optinal bots) with full ray-traced stuff with lots of settings. TL;DR clone CSgo to the best of your ability. Look at the result a', 'cot': \"Alright, I've got a decen... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "usr/bin/env python3\n2\t\"\"\"Generate synthetic CoT for claude-fable-5 Claude Code chats -> SFT dataset.\n3\t\n4\tFor every fable-5 agent output block (tool_use or text), reconstruct prior\n5\tconversation context and ask Groq gpt-oss-120b to produce the detailed\n6\tchain-of-... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "\"command\": \"cd /home/lane/claude/fable_cot\\npython3 - <<'PY'\\nimport json\\nrecs=[json.loads(l) for l in open(\\\"fable5_cot_merged.jsonl\\\")]\\ndef endok(s):\\n s=(s or \\\"\\\").rstrip()\\n return bool(s) and s[-1] in \\\".!?\\\\\\\"')]}`\\\"\\n# show first few no... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "=========================================================================\nidx 9 uid f956721a-0af7-4bdc-8678-3a493d8fcd39#15 otype text\nCOT TAIL: ' the next step in the pipeline) knows exactly what to expect next.\\n\\nThus, the appropriate next message is a concise statement ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "load/.gitattributes.metadata\nhf_glint_ref/.cache/huggingface/download/fable5_cot_merged.jsonl.lock\nhf_glint_ref/.cache/huggingface/download/fable5_cot_merged.jsonl.metadata\nhf_glint_ref/.cache/huggingface/download/.gitattributes.lock\nAssistant action: Bash {\"command\": \"c... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "(\\\"=\\\"*70,\\\"idx\\\",i)\\n print(\\\"uid\\\",r[\\\"uid\\\"],\\\"sess\\\",r[\\\"session\\\"][:8],\\\"otype\\\",r[\\\"output_type\\\"],\\\"trunc\\\",truncated(r))\\n print(\\\"ctx tail:\\\",repr((r.get(\\\"context\\\") or \\\"\\\")[-160:]))\\n print(\\\"cot head:\\\... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ngs.js (file state is current in your context — no need to Read it back)'\ncot head: 'Alright, let me pause and take stock of where we are in this neonstrike archive implementation. The overarching goal is to flesh out the front‑end public JavaSc'\ncot tail: 'coming large addit... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " sess f956721a otype tool_use trunc True\nctx tail: ': File created successfully at: /home/lane/\nAssistant: These truncated records are NOT continuation fragments — each is an independent step with its own full context and its own `cot` that simply got cut off by `max_tokens=2... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "le file. The literal instruction doesn't match the data — surfacing before I touch anything.\n\n**What I found in `fable_cot/fable5_cot_merged.jsonl` (4665 records):**\n- Every record = one independent step (own `context`, own `cot`, unique `uid`). **Zero** records are continua... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": " 83 hf, all source files present. I'll fix all 344 (hf ones rebuild from `hf_fable5_ds/`). Need the hf builder logic — reading it.\nAssistant action: Read {\"file_path\": \"/home/lane/claude/fable_cot/gen_cot_hf.py\"}\nResult: 1\t#!/usr/bin/env python3\n2\t\"\"\"Generate synthe... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "run.out; echo \\\"=== sidecar lines ===\\\"; wc -l recot_full.jsonl 2>/dev/null\", \"description\": \"Check early progress\"}\nResult: <tool_use_error>Blocked: sleep 45 followed by: cd /home/lane/claude/fable_cot echo \"=== run.out ===\" cat recot_run.out echo \"=== sidecar lin... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "sed time\\npid=$(pgrep -f recot_truncated.py | head -1)\\necho \\\"pid=$pid elapsed=$(ps -o etimes= -p $pid 2>/dev/null)s\\\"\\necho \\\"completed(sidecar)=$(wc -l < recot_full.jsonl)\\\"\\necho \\\"errors=$(grep -c '^ERR' recot_progress.log)\\\"\", \"description\": \"Process e... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ll, then implement them in a single file distiller. It should distill the traces into https://huggingface.co/Qwen/Qwen3.6-27B in FP8\nAssistant: Switching to the distiller task. The re-CoT job keeps running in the background (no need to stop it — it feeds this). First, fetchin... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "h reinforcement learning.\n- Code Snippets: 1953\n- Source Reputation: High\n- Benchmark Score: 87.2\n- Versions: v0.25.0, v0.29.0, v1.0.0\n----------\n- Title: VLA0-TRL\n- Context7-compatible library ID: /milkclouds/vla0-trl\n- Description: A minimal reimplementation of VLA-0 ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "tle: Transformers.js\n- Context7-compatible library ID: /huggingface/transformers.js\n- Description: State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!\n- Code Snippets: 416\n- Source Reputation: High\n- Bench... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "heckpointing, PEFT LoRA peft_config integration\"}\nAssistant action: mcp__context7__query-docs {\"libraryId\": \"/huggingface/transformers\", \"query\": \"load model in FP8 quantization for training: FineGrainedFP8Config and TorchAoConfig float8 weight only, from_pretrained qu... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "y_loss=True)\n```\n\n--------------------------------\n\n### Use PEFT with SFTTrainer\n\nSource: https://github.com/huggingface/trl/blob/main/docs/source/reducing_memory_usage.md\n\nIntegrate PEFT methods like LoRA for parameter-efficient fine-tuning. This significantly reduces... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ").to(quantized_model.device.type)\n\noutput = quantized_model.generate(**input_ids, max_new_tokens=10)\nprint(tokenizer.decode(output[0], skip_special_tokens=True))\n```\n\n--------------------------------\n\n### Float8 Dynamic and Weight-Only Quantization with TorchAO\n\nSourc... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "e to carry `{% generation %}` markers. I'll auto-detect and pick the safe path.\n- **FP8**: no official FP8 weights → quantize ourselves. Efficient runnable path = **Float8 weight-only base (frozen) + bf16 LoRA** via `TorchAoConfig`, then merge+export FP8.\n\nWriting the single... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "oRA compatibility or training guidance for this FP8 checkpoint. For production deployment, the guide recommends serving frameworks like vLLM, SGLang, or KTransformers rather than direct fine-tuning examples.\nAssistant: Confirmed: `Qwen3.6-27B-FP8` is **fine-grained FP8 (block ... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": ". DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to.</local-command-caveat>\nUser: <command-name>/login</command-name>\n <command-message>login</command-message>\n <command-args></command-ar... | 1 | 1EYE4ALL/Fable-5-traces |
[
{
"role": "user",
"content": "ror types ===\\\"; grep '^ERR' recot_progress.log | grep -oE 'HTTP [0-9]+|groq failed[^\\\\n]*|context too large' | sort | uniq -c\\necho \\\"=== still_trunc among done ===\\\"; python3 -c \\\"import json;d=[json.loads(l) for l in open('recot_full.jsonl')];print('done',len(d),'... | 1 | 1EYE4ALL/Fable-5-traces |
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