Add session 57f99da3-a361-413a-a875-b9ccfd44d8d6

sessions/2026-05-04/57f99da3-a361-413a-a875-b9ccfd44d8d6.jsonl

@@ -182,3 +182,12 @@
 {"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "tool_use", "id": "tooluse_5ltHGrcFP2soE1iqu01aC9", "name": "hf_jobs", "input": {"command": ["bash", "-c", "set -euo pipefail\necho '=== NNCP enwik8 Compression Job ==='\necho \"Start time: $(date -u)\"\nnvidia-smi\nfree -h | head -3\nnproc\n\n# Install dependencies\napt-get update -qq && apt-get install -y -qq curl unzip zlib1g-dev 2>&1 | tail -3\n\n# Download enwik8\necho 'Downloading enwik8...'\ncurl -sLo /tmp/enwik8.zip https://mattmahoney.net/dc/enwik8.zip\ncd /tmp && unzip -o enwik8.zip\nsha1sum /tmp/enwik8\nwc -c /tmp/enwik8\n\n# Download and build NNCP\necho 'Downloading NNCP...'\ncd /tmp\ncurl -sLo nncp.tar.gz https://bellard.org/nncp/nncp-2024-06-05.tar.gz\ntar xzf nncp.tar.gz\ncd nncp-2024-06-05\n\necho 'Building NNCP...'\nmake 2>&1 | tail -5\nls -la nncp\n\n# Verify CUDA works\necho 'Testing CUDA...'\n./nncp --cuda --profile default --max_size 1000 c /tmp/enwik8 /tmp/test_out.bin 2>&1 | tail -3\nrm -f /tmp/test_out.bin\necho 'CUDA works!'\n\n# Run NNCP enwik8 profile with CUDA\necho ''\necho '=== Starting NNCP compression (enwik8 profile, CUDA) ==='\necho \"Start: $(date -u)\"\n./nncp --cuda --profile enwik8 --preprocess 4096,512 c /tmp/enwik8 /tmp/enwik8_compressed.bin 2>&1\n\necho ''\necho '=== Compression complete ==='\necho \"End: $(date -u)\"\n\nARCHIVE_SIZE=$(wc -c < /tmp/enwik8_compressed.bin)\necho \"Archive size: $ARCHIVE_SIZE bytes\"\n\n# Create decompressor bundle\nmkdir -p /tmp/decompressor\ncp ./nncp /tmp/decompressor/\ncp ./libnc.so /tmp/decompressor/\ncp ./libnc_cuda.so /tmp/decompressor/\ncat > /tmp/decompressor/decompress.sh << 'DEOF'\n#!/bin/bash\nDIR=\"$(cd \"$(dirname \"$0\")\" && pwd)\"\nexport LD_LIBRARY_PATH=\"$DIR:${LD_LIBRARY_PATH:-}\"\n\"$DIR/nncp\" --cuda d \"$1\" \"$2\"\nDEOF\nchmod +x /tmp/decompressor/decompress.sh\n\ncd /tmp\nzip -9 -r decompressor.zip decompressor/\nDECOMP_SIZE=$(wc -c < /tmp/decompressor.zip)\nTOTAL=$((ARCHIVE_SIZE + DECOMP_SIZE))\nBPC=$(python3 -c \"print(round(8 * $TOTAL / 1e8, 3))\")\n\necho ''\necho '=== RESULTS ==='\necho \"Archive: $ARCHIVE_SIZE bytes\"\necho \"Decompressor zip: $DECOMP_SIZE bytes\"\necho \"Total: $TOTAL bytes\"\necho \"BPC: $BPC\"\n\n# Verify roundtrip\necho '=== Verifying roundtrip ==='\ncd /tmp/nncp-2024-06-05\n./nncp --cuda d /tmp/enwik8_compressed.bin /tmp/enwik8_decompressed\ncmp /tmp/enwik8 /tmp/enwik8_decompressed && echo 'ROUNDTRIP VERIFIED' || echo 'ERROR: roundtrip failed'\n\n# Upload results\npip install -q huggingface_hub[hf_xet]\nBUCKET='ml-intern-explorers/hutter-prize-collab'\nmkdir -p /tmp/artifacts_upload\ncp /tmp/enwik8_compressed.bin /tmp/artifacts_upload/archive.bin\ncp /tmp/decompressor.zip /tmp/artifacts_upload/\ncat > /tmp/artifacts_upload/results.json << EOFJ\n{\n  \"agent_id\": \"turkish-delight\",\n  \"timestamp\": \"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\n  \"experiment\": \"NNCP v3.3 enwik8 profile + BPE preprocessing\",\n  \"method\": \"nncp-enwik8-bpe\",\n  \"archive_bytes\": $ARCHIVE_SIZE,\n  \"decompressor_zip_bytes\": $DECOMP_SIZE,\n  \"total_bytes\": $TOTAL,\n  \"bpc\": $BPC,\n  \"hardware\": \"1x A100 80GB\",\n  \"notes\": \"Online learning, no stored weights. Model trains from scratch during compression.\"\n}\nEOFJ\nhf buckets sync /tmp/artifacts_upload/ \"hf://buckets/$BUCKET/artifacts/nncp_enwik8_turkish-delight/\"\necho '=== Job complete ==='"], "hardware_flavor": "a100-large", "image": "nvidia/cuda:12.4.1-devel-ubuntu22.04", "operation": "run", "timeout": "20h"}}]}, "uuid": "fcb92ccb-194c-3561-608f-936b8f1ed270", "parentUuid": "674a2eb5-e601-474d-a0e4-221814e46c02", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
 {"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_5ltHGrcFP2soE1iqu01aC9", "content": "Docker job completed!\n\n**Job ID:** 69f8c4329d85bec4d76f23b4\n**Final Status:** SCHEDULING\n**View at:** https://huggingface.co/jobs/merve/69f8c4329d85bec4d76f23b4\n\n**Logs:**\n```\n(no logs)\n```"}]}, "uuid": "01ad48ad-4653-2faa-27ec-a4d88780f49d", "parentUuid": "fcb92ccb-194c-3561-608f-936b8f1ed270", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
 {"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "text", "text": "Now let me fix and resubmit the paq8px job. The issue was the dictionary path:"}, {"type": "tool_use", "id": "tooluse_OW1MwsFqgpX307tlKqgjSJ", "name": "hf_jobs", "input": {"command": ["bash", "-c", "set -euo pipefail\necho '=== paq8px -9LT Compression Job ==='\necho \"Start time: $(date -u)\"\nfree -h | head -3\nnproc\n\n# Install deps\napt-get update -qq && apt-get install -y -qq build-essential cmake curl unzip git 2>&1 | tail -3\n\n# Download enwik8\ncurl -sLo /tmp/enwik8.zip https://mattmahoney.net/dc/enwik8.zip\ncd /tmp && unzip -o enwik8.zip\nsha1sum /tmp/enwik8\n\n# Build paq8px\ncd /tmp\ngit clone --depth 1 https://github.com/hxim/paq8px.git\ncd paq8px\nmkdir -p builddir && cd builddir\ncmake .. -DNATIVECPU=ON -DNDEBUG=ON 2>&1 | tail -5\nmake -j$(nproc) 2>&1 | tail -5\nls -la paq8px\n\necho ''\necho '=== Starting paq8px -9LT compression ==='\necho \"Start: $(date -u)\"\n\n# The -T flag needs english.dic/exp/emb in the WORKING DIRECTORY\n# Copy dictionary files to our working directory\ncp /tmp/paq8px/build/english.dic /tmp/paq8px/builddir/\ncp /tmp/paq8px/build/english.exp /tmp/paq8px/builddir/\ncp /tmp/paq8px/build/english.emb /tmp/paq8px/builddir/\nls -la /tmp/paq8px/builddir/english.*\n\n# Run compression from the builddir (where english.dic is)\ncd /tmp/paq8px/builddir\n./paq8px -9LT /tmp/enwik8 2>&1\n\necho ''\necho '=== Compression complete ==='\necho \"End: $(date -u)\"\n\n# Find the output file\nOUTFILE=$(find /tmp -name '*.paq8px*' -type f 2>/dev/null | head -1)\nif [ -z \"$OUTFILE\" ]; then\n    echo 'ERROR: No output file found!'\n    ls -la /tmp/enwik8*\n    exit 1\nfi\nARCHIVE_SIZE=$(wc -c < \"$OUTFILE\")\necho \"Archive: $OUTFILE ($ARCHIVE_SIZE bytes)\"\n\n# Create decompressor bundle\nmkdir -p /tmp/decompressor\nstrip -s ./paq8px -o /tmp/decompressor/paq8px\ncp /tmp/paq8px/build/english.dic /tmp/decompressor/\ncp /tmp/paq8px/build/english.exp /tmp/decompressor/\ncp /tmp/paq8px/build/english.emb /tmp/decompressor/\ncat > /tmp/decompressor/decompress.sh << 'DEOF'\n#!/bin/bash\nDIR=\"$(cd \"$(dirname \"$0\")\" && pwd)\"\ncd \"$DIR\"\n\"$DIR/paq8px\" -d \"$1\" \"$2\"\nDEOF\nchmod +x /tmp/decompressor/decompress.sh\n\ncd /tmp\nzip -9 -r decompressor.zip decompressor/\nDECOMP_SIZE=$(wc -c < /tmp/decompressor.zip)\nTOTAL=$((ARCHIVE_SIZE + DECOMP_SIZE))\nBPC=$(python3 -c \"print(round(8 * $TOTAL / 1e8, 3))\")\n\necho ''\necho '=== RESULTS ==='\necho \"Archive: $ARCHIVE_SIZE bytes\"\necho \"Decompressor zip: $DECOMP_SIZE bytes\"\necho \"Total: $TOTAL bytes\"\necho \"BPC: $BPC\"\n\n# Verify roundtrip\necho '=== Verifying roundtrip ==='\ncd /tmp/paq8px/builddir\n./paq8px -d \"$OUTFILE\" /tmp/enwik8_out 2>&1 || ./paq8px -d \"$OUTFILE\" 2>&1\ncmp /tmp/enwik8 /tmp/enwik8_out 2>/dev/null && echo 'ROUNDTRIP VERIFIED' || {\n    # paq8px might decompress in-place\n    echo 'Trying alternate decompression...'\n    ls /tmp/enwik8*\n}\n\n# Upload results\npip install -q huggingface_hub[hf_xet]\nBUCKET='ml-intern-explorers/hutter-prize-collab'\nmkdir -p /tmp/artifacts_upload\ncp \"$OUTFILE\" /tmp/artifacts_upload/archive.bin\ncp /tmp/decompressor.zip /tmp/artifacts_upload/\ncat > /tmp/artifacts_upload/results.json << EOFJ\n{\n  \"agent_id\": \"turkish-delight\",\n  \"timestamp\": \"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\n  \"experiment\": \"paq8px v214 -9LT (level 9 + LSTM + text pretrain)\",\n  \"method\": \"paq8px-9LT\",\n  \"archive_bytes\": $ARCHIVE_SIZE,\n  \"decompressor_zip_bytes\": $DECOMP_SIZE,\n  \"total_bytes\": $TOTAL,\n  \"bpc\": $BPC,\n  \"hardware\": \"CPU (64 vCPU, 493GB RAM)\",\n  \"notes\": \"paq8px v214 -9LT with english dictionary pretrain.\"\n}\nEOFJ\nhf buckets sync /tmp/artifacts_upload/ \"hf://buckets/$BUCKET/artifacts/paq8px_9LT_turkish-delight/\"\necho '=== Job complete ==='"], "hardware_flavor": "cpu-upgrade", "image": "ubuntu:22.04", "operation": "run", "timeout": "20h"}}]}, "uuid": "1a2ba875-5e06-fef6-20d8-18bac1ed02ea", "parentUuid": "01ad48ad-4653-2faa-27ec-a4d88780f49d", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_OW1MwsFqgpX307tlKqgjSJ", "content": "Docker job completed!\n\n**Job ID:** 69f8c46098a8d679adfb9043\n**Final Status:** RUNNING\n**View at:** https://huggingface.co/jobs/merve/69f8c46098a8d679adfb9043\n\n**Logs:**\n```\n(no logs)\n```"}]}, "uuid": "2c3f2bb0-cd5e-64f6-a5b0-e17857e3001c", "parentUuid": "1a2ba875-5e06-fef6-20d8-18bac1ed02ea", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "text", "text": "Good. Let me also try a **NNCP default profile on GPU** \u2014 it's the smaller model (4-layer, 256d, 2.24M params) which should be much faster (maybe 2-3h instead of 13h), and should still achieve reasonable results:"}, {"type": "tool_use", "id": "tooluse_KuQ08yppcgt42Dn1fN6n0V", "name": "hf_jobs", "input": {"command": ["bash", "-c", "set -euo pipefail\necho '=== NNCP Default Profile (fast) Compression Job ==='\necho \"Start time: $(date -u)\"\nnvidia-smi | head -15\n\napt-get update -qq && apt-get install -y -qq curl unzip zlib1g-dev 2>&1 | tail -3\n\n# Download enwik8\ncurl -sLo /tmp/enwik8.zip https://mattmahoney.net/dc/enwik8.zip\ncd /tmp && unzip -o enwik8.zip\nsha1sum /tmp/enwik8\n\n# Download and build NNCP\ncd /tmp\ncurl -sLo nncp.tar.gz https://bellard.org/nncp/nncp-2024-06-05.tar.gz\ntar xzf nncp.tar.gz\ncd nncp-2024-06-05\nmake 2>&1 | tail -3\n\n# Run with default profile (smaller, faster)\n# default = 4 layers, 256 dim, 2.24M params\n# Should complete in 2-4h on A10G GPU\necho ''\necho '=== Starting NNCP (default profile, CUDA) ==='\necho \"Start: $(date -u)\"\n./nncp --cuda --profile default --preprocess 4096,512 c /tmp/enwik8 /tmp/enwik8_compressed.bin 2>&1\n\necho ''\necho '=== Compression complete ==='\necho \"End: $(date -u)\"\n\nARCHIVE_SIZE=$(wc -c < /tmp/enwik8_compressed.bin)\necho \"Archive size: $ARCHIVE_SIZE bytes\"\n\n# Create decompressor bundle (same binary, just smaller model internally)\nmkdir -p /tmp/decompressor\ncp ./nncp /tmp/decompressor/\ncp ./libnc.so /tmp/decompressor/\ncp ./libnc_cuda.so /tmp/decompressor/\ncat > /tmp/decompressor/decompress.sh << 'DEOF'\n#!/bin/bash\nDIR=\"$(cd \"$(dirname \"$0\")\" && pwd)\"\nexport LD_LIBRARY_PATH=\"$DIR:${LD_LIBRARY_PATH:-}\"\n\"$DIR/nncp\" --cuda d \"$1\" \"$2\"\nDEOF\nchmod +x /tmp/decompressor/decompress.sh\ncd /tmp\nzip -9 -r decompressor.zip decompressor/\nDECOMP_SIZE=$(wc -c < /tmp/decompressor.zip)\nTOTAL=$((ARCHIVE_SIZE + DECOMP_SIZE))\nBPC=$(python3 -c \"print(round(8 * $TOTAL / 1e8, 3))\")\n\necho ''\necho '=== RESULTS ==='\necho \"Archive: $ARCHIVE_SIZE bytes\"\necho \"Decompressor zip: $DECOMP_SIZE bytes\"\necho \"Total: $TOTAL bytes\"\necho \"BPC: $BPC\"\n\n# Verify roundtrip\necho '=== Verifying roundtrip ==='\ncd /tmp/nncp-2024-06-05\n./nncp --cuda d /tmp/enwik8_compressed.bin /tmp/enwik8_decompressed\ncmp /tmp/enwik8 /tmp/enwik8_decompressed && echo 'ROUNDTRIP VERIFIED' || echo 'ERROR: roundtrip failed'\n\n# Upload\npip install -q huggingface_hub[hf_xet]\nBUCKET='ml-intern-explorers/hutter-prize-collab'\nmkdir -p /tmp/artifacts_upload\ncp /tmp/enwik8_compressed.bin /tmp/artifacts_upload/archive.bin\ncp /tmp/decompressor.zip /tmp/artifacts_upload/\ncat > /tmp/artifacts_upload/results.json << EOFJ\n{\n  \"agent_id\": \"turkish-delight\",\n  \"timestamp\": \"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\n  \"experiment\": \"NNCP v3.3 default profile + BPE preprocessing\",\n  \"method\": \"nncp-default-bpe\",\n  \"archive_bytes\": $ARCHIVE_SIZE,\n  \"decompressor_zip_bytes\": $DECOMP_SIZE,\n  \"total_bytes\": $TOTAL,\n  \"bpc\": $BPC,\n  \"hardware\": \"1x A10G 24GB\",\n  \"notes\": \"NNCP default profile (4L, 256d, 2.24M params) with online learning. Faster than enwik8 profile.\"\n}\nEOFJ\nhf buckets sync /tmp/artifacts_upload/ \"hf://buckets/$BUCKET/artifacts/nncp_default_turkish-delight/\"\necho '=== Job complete ==='"], "hardware_flavor": "a10g-large", "image": "nvidia/cuda:12.4.1-devel-ubuntu22.04", "operation": "run", "timeout": "8h"}}]}, "uuid": "6129585b-aea7-3bd9-8a0d-94a6519843a5", "parentUuid": "2c3f2bb0-cd5e-64f6-a5b0-e17857e3001c", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_KuQ08yppcgt42Dn1fN6n0V", "content": "Docker job completed!\n\n**Job ID:** 69f8c4879d85bec4d76f23ba\n**Final Status:** ERROR\n**View at:** https://huggingface.co/jobs/merve/69f8c4879d85bec4d76f23ba\n\n**Logs:**\n```\n(no logs)\n```"}]}, "uuid": "259a7079-8238-dcf4-1058-de5c9cb26dd4", "parentUuid": "6129585b-aea7-3bd9-8a0d-94a6519843a5", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "tool_use", "id": "tooluse_jpPrfnDnMOm4KxdqUjVIke", "name": "hf_jobs", "input": {"job_id": "69f8c4879d85bec4d76f23ba", "operation": "inspect"}}]}, "uuid": "f8c4db56-9a03-3a85-0190-32a9055bec2b", "parentUuid": "259a7079-8238-dcf4-1058-de5c9cb26dd4", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_jpPrfnDnMOm4KxdqUjVIke", "content": "**Job Details** (1 job):\n\n```json\n[\n  {\n    \"id\": \"69f8c4879d85bec4d76f23ba\",\n    \"status\": {\n      \"stage\": \"ERROR\",\n      \"message\": \"Job failed with exit code: 141. Reason: Error\"\n    },\n    \"command\": [\n      \"bash\",\n      \"-c\",\n      \"set -euo pipefail\\necho '=== NNCP Default Profile (fast) Compression Job ==='\\necho \\\"Start time: $(date -u)\\\"\\nnvidia-smi | head -15\\n\\napt-get update -qq && apt-get install -y -qq curl unzip zlib1g-dev 2>&1 | tail -3\\n\\n# Download enwik8\\ncurl -sLo /tmp/enwik8.zip https://mattmahoney.net/dc/enwik8.zip\\ncd /tmp && unzip -o enwik8.zip\\nsha1sum /tmp/enwik8\\n\\n# Download and build NNCP\\ncd /tmp\\ncurl -sLo nncp.tar.gz https://bellard.org/nncp/nncp-2024-06-05.tar.gz\\ntar xzf nncp.tar.gz\\ncd nncp-2024-06-05\\nmake 2>&1 | tail -3\\n\\n# Run with default profile (smaller, faster)\\n# default = 4 layers, 256 dim, 2.24M params\\n# Should complete in 2-4h on A10G GPU\\necho ''\\necho '=== Starting NNCP (default profile, CUDA) ==='\\necho \\\"Start: $(date -u)\\\"\\n./nncp --cuda --profile default --preprocess 4096,512 c /tmp/enwik8 /tmp/enwik8_compressed.bin 2>&1\\n\\necho ''\\necho '=== Compression complete ==='\\necho \\\"End: $(date -u)\\\"\\n\\nARCHIVE_SIZE=$(wc -c < /tmp/enwik8_compressed.bin)\\necho \\\"Archive size: $ARCHIVE_SIZE bytes\\\"\\n\\n# Create decompressor bundle (same binary, just smaller model internally)\\nmkdir -p /tmp/decompressor\\ncp ./nncp /tmp/decompressor/\\ncp ./libnc.so /tmp/decompressor/\\ncp ./libnc_cuda.so /tmp/decompressor/\\ncat > /tmp/decompressor/decompress.sh << 'DEOF'\\n#!/bin/bash\\nDIR=\\\"$(cd \\\"$(dirname \\\"$0\\\")\\\" && pwd)\\\"\\nexport LD_LIBRARY_PATH=\\\"$DIR:${LD_LIBRARY_PATH:-}\\\"\\n\\\"$DIR/nncp\\\" --cuda d \\\"$1\\\" \\\"$2\\\"\\nDEOF\\nchmod +x /tmp/decompressor/decompress.sh\\ncd /tmp\\nzip -9 -r decompressor.zip decompressor/\\nDECOMP_SIZE=$(wc -c < /tmp/decompressor.zip)\\nTOTAL=$((ARCHIVE_SIZE + DECOMP_SIZE))\\nBPC=$(python3 -c \\\"print(round(8 * $TOTAL / 1e8, 3))\\\")\\n\\necho ''\\necho '=== RESULTS ==='\\necho \\\"Archive: $ARCHIVE_SIZE bytes\\\"\\necho \\\"Decompressor zip: $DECOMP_SIZE bytes\\\"\\necho \\\"Total: $TOTAL bytes\\\"\\necho \\\"BPC: $BPC\\\"\\n\\n# Verify roundtrip\\necho '=== Verifying roundtrip ==='\\ncd /tmp/nncp-2024-06-05\\n./nncp --cuda d /tmp/enwik8_compressed.bin /tmp/enwik8_decompressed\\ncmp /tmp/enwik8 /tmp/enwik8_decompressed && echo 'ROUNDTRIP VERIFIED' || echo 'ERROR: roundtrip failed'\\n\\n# Upload\\npip install -q huggingface_hub[hf_xet]\\nBUCKET='ml-intern-explorers/hutter-prize-collab'\\nmkdir -p /tmp/artifacts_upload\\ncp /tmp/enwik8_compressed.bin /tmp/artifacts_upload/archive.bin\\ncp /tmp/decompressor.zip /tmp/artifacts_upload/\\ncat > /tmp/artifacts_upload/results.json << EOFJ\\n{\\n  \\\"agent_id\\\": \\\"turkish-delight\\\",\\n  \\\"timestamp\\\": \\\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\\\",\\n  \\\"experiment\\\": \\\"NNCP v3.3 default profile + BPE preprocessing\\\",\\n  \\\"method\\\": \\\"nncp-default-bpe\\\",\\n  \\\"archive_bytes\\\": $ARCHIVE_SIZE,\\n  \\\"decompressor_zip_bytes\\\": $DECOMP_SIZE,\\n  \\\"total_bytes\\\": $TOTAL,\\n  \\\"bpc\\\": $BPC,\\n  \\\"hardware\\\": \\\"1x A10G 24GB\\\",\\n  \\\"notes\\\": \\\"NNCP default profile (4L, 256d, 2.24M params) with online learning. Faster than enwik8 profile.\\\"\\n}\\nEOFJ\\nhf buckets sync /tmp/artifacts_upload/ \\\"hf://buckets/$BUCKET/artifacts/nncp_default_turkish-delight/\\\"\\necho '=== Job complete ==='\"\n    ],\n    \"createdAt\": \"2026-05-04T16:08:39.625000+00:00\",\n    \"dockerImage\": \"nvidia/cuda:12.4.1-devel-ubuntu22.04\",\n    \"spaceId\": null,\n    \"hardware_flavor\": \"a10g-large\",\n    \"owner\": {\n      \"name\": \"merve\"\n    }\n  }\n]\n```"}]}, "uuid": "503ee7ef-1643-d51c-a874-3bc8c7fe4d28", "parentUuid": "f8c4db56-9a03-3a85-0190-32a9055bec2b", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "text", "text": "Exit code 141 = SIGPIPE. The `nvidia-smi | head -15` is causing that. Let me fix the script and also check my A100 job:"}, {"type": "tool_use", "id": "tooluse_9EmXctWW2lNs8ERD2TUGy0", "name": "hf_jobs", "input": {"job_id": "69f8c4329d85bec4d76f23b4", "operation": "logs"}}]}, "uuid": "647e1bc7-8fd6-2603-2e93-78471fb090a7", "parentUuid": "503ee7ef-1643-d51c-a874-3bc8c7fe4d28", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_9EmXctWW2lNs8ERD2TUGy0", "content": "No logs available for job 69f8c4329d85bec4d76f23b4"}]}, "uuid": "aa413a0e-423e-6e32-9194-163dfebde1ac", "parentUuid": "647e1bc7-8fd6-2603-2e93-78471fb090a7", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "assistant", "message": {"role": "assistant", "model": "bedrock/us.anthropic.claude-opus-4-6-v1", "content": [{"type": "tool_use", "id": "tooluse_hysKlWLmW4xCJtn0g0hLzc", "name": "hf_jobs", "input": {"job_id": "69f8c4329d85bec4d76f23b4", "operation": "inspect"}}]}, "uuid": "9ec08b5c-2ae4-c95e-3ed9-8222a8c8cc18", "parentUuid": "aa413a0e-423e-6e32-9194-163dfebde1ac", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}
+{"type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "tooluse_hysKlWLmW4xCJtn0g0hLzc", "content": "**Job Details** (1 job):\n\n```json\n[\n  {\n    \"id\": \"69f8c4329d85bec4d76f23b4\",\n    \"status\": {\n      \"stage\": \"SCHEDULING\",\n      \"message\": null\n    },\n    \"command\": [\n      \"bash\",\n      \"-c\",\n      \"set -euo pipefail\\necho '=== NNCP enwik8 Compression Job ==='\\necho \\\"Start time: $(date -u)\\\"\\nnvidia-smi\\nfree -h | head -3\\nnproc\\n\\n# Install dependencies\\napt-get update -qq && apt-get install -y -qq curl unzip zlib1g-dev 2>&1 | tail -3\\n\\n# Download enwik8\\necho 'Downloading enwik8...'\\ncurl -sLo /tmp/enwik8.zip https://mattmahoney.net/dc/enwik8.zip\\ncd /tmp && unzip -o enwik8.zip\\nsha1sum /tmp/enwik8\\nwc -c /tmp/enwik8\\n\\n# Download and build NNCP\\necho 'Downloading NNCP...'\\ncd /tmp\\ncurl -sLo nncp.tar.gz https://bellard.org/nncp/nncp-2024-06-05.tar.gz\\ntar xzf nncp.tar.gz\\ncd nncp-2024-06-05\\n\\necho 'Building NNCP...'\\nmake 2>&1 | tail -5\\nls -la nncp\\n\\n# Verify CUDA works\\necho 'Testing CUDA...'\\n./nncp --cuda --profile default --max_size 1000 c /tmp/enwik8 /tmp/test_out.bin 2>&1 | tail -3\\nrm -f /tmp/test_out.bin\\necho 'CUDA works!'\\n\\n# Run NNCP enwik8 profile with CUDA\\necho ''\\necho '=== Starting NNCP compression (enwik8 profile, CUDA) ==='\\necho \\\"Start: $(date -u)\\\"\\n./nncp --cuda --profile enwik8 --preprocess 4096,512 c /tmp/enwik8 /tmp/enwik8_compressed.bin 2>&1\\n\\necho ''\\necho '=== Compression complete ==='\\necho \\\"End: $(date -u)\\\"\\n\\nARCHIVE_SIZE=$(wc -c < /tmp/enwik8_compressed.bin)\\necho \\\"Archive size: $ARCHIVE_SIZE bytes\\\"\\n\\n# Create decompressor bundle\\nmkdir -p /tmp/decompressor\\ncp ./nncp /tmp/decompressor/\\ncp ./libnc.so /tmp/decompressor/\\ncp ./libnc_cuda.so /tmp/decompressor/\\ncat > /tmp/decompressor/decompress.sh << 'DEOF'\\n#!/bin/bash\\nDIR=\\\"$(cd \\\"$(dirname \\\"$0\\\")\\\" && pwd)\\\"\\nexport LD_LIBRARY_PATH=\\\"$DIR:${LD_LIBRARY_PATH:-}\\\"\\n\\\"$DIR/nncp\\\" --cuda d \\\"$1\\\" \\\"$2\\\"\\nDEOF\\nchmod +x /tmp/decompressor/decompress.sh\\n\\ncd /tmp\\nzip -9 -r decompressor.zip decompressor/\\nDECOMP_SIZE=$(wc -c < /tmp/decompressor.zip)\\nTOTAL=$((ARCHIVE_SIZE + DECOMP_SIZE))\\nBPC=$(python3 -c \\\"print(round(8 * $TOTAL / 1e8, 3))\\\")\\n\\necho ''\\necho '=== RESULTS ==='\\necho \\\"Archive: $ARCHIVE_SIZE bytes\\\"\\necho \\\"Decompressor zip: $DECOMP_SIZE bytes\\\"\\necho \\\"Total: $TOTAL bytes\\\"\\necho \\\"BPC: $BPC\\\"\\n\\n# Verify roundtrip\\necho '=== Verifying roundtrip ==='\\ncd /tmp/nncp-2024-06-05\\n./nncp --cuda d /tmp/enwik8_compressed.bin /tmp/enwik8_decompressed\\ncmp /tmp/enwik8 /tmp/enwik8_decompressed && echo 'ROUNDTRIP VERIFIED' || echo 'ERROR: roundtrip failed'\\n\\n# Upload results\\npip install -q huggingface_hub[hf_xet]\\nBUCKET='ml-intern-explorers/hutter-prize-collab'\\nmkdir -p /tmp/artifacts_upload\\ncp /tmp/enwik8_compressed.bin /tmp/artifacts_upload/archive.bin\\ncp /tmp/decompressor.zip /tmp/artifacts_upload/\\ncat > /tmp/artifacts_upload/results.json << EOFJ\\n{\\n  \\\"agent_id\\\": \\\"turkish-delight\\\",\\n  \\\"timestamp\\\": \\\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\\\",\\n  \\\"experiment\\\": \\\"NNCP v3.3 enwik8 profile + BPE preprocessing\\\",\\n  \\\"method\\\": \\\"nncp-enwik8-bpe\\\",\\n  \\\"archive_bytes\\\": $ARCHIVE_SIZE,\\n  \\\"decompressor_zip_bytes\\\": $DECOMP_SIZE,\\n  \\\"total_bytes\\\": $TOTAL,\\n  \\\"bpc\\\": $BPC,\\n  \\\"hardware\\\": \\\"1x A100 80GB\\\",\\n  \\\"notes\\\": \\\"Online learning, no stored weights. Model trains from scratch during compression.\\\"\\n}\\nEOFJ\\nhf buckets sync /tmp/artifacts_upload/ \\\"hf://buckets/$BUCKET/artifacts/nncp_enwik8_turkish-delight/\\\"\\necho '=== Job complete ==='\"\n    ],\n    \"createdAt\": \"2026-05-04T16:07:14.389000+00:00\",\n    \"dockerImage\": \"nvidia/cuda:12.4.1-devel-ubuntu22.04\",\n    \"spaceId\": null,\n    \"hardware_flavor\": \"a100-large\",\n    \"owner\": {\n      \"name\": \"merve\"\n    }\n  }\n]\n```"}]}, "uuid": "69746aae-baf4-d1aa-1178-b2a0728186ef", "parentUuid": "9ec08b5c-2ae4-c95e-3ed9-8222a8c8cc18", "sessionId": "57f99da3-a361-413a-a875-b9ccfd44d8d6", "timestamp": "2026-05-04T14:32:04.225437"}