developer_uid: acehao-chai
submission_id: chaiml-grpo-q235b-opusd_12063_v1
model_name: chaiml-grpo-q235b-opusd_12063_v1
model_group: ChaiML/grpo-q235b-opusd-
status: torndown
timestamp: 2026-02-22T22:57:16+00:00
num_battles: 10133
num_wins: 5493
celo_rating: 1618.3
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras
model_architecture: Qwen3MoeForCausalLM
model_num_parameters: 18790207488.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-grpo-q235b-opusd_12063_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-19
win_ratio: 0.5420902003355373
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|assistant|>', '<|im_end|>', '####', '<|user|>', '</think>', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "<|im_start|>system\n{bot_name}'s persona: {memory}<|im_end|>\n", 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-grpo-q235b-opusd-12063-v1-uploader
Waiting for job on chaiml-grpo-q235b-opusd-12063-v1-uploader to finish
chaiml-grpo-q235b-opusd-12063-v1-uploader: Using quantization_mode: w4a16
chaiml-grpo-q235b-opusd-12063-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-12063-v1-uploader: Downloading snapshot of ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras...
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-12063-v1-uploader: Downloaded in 216.947s
chaiml-grpo-q235b-opusd-12063-v1-uploader: Applying quantization...
chaiml-grpo-q235b-opusd-12063-v1-uploader: The tokenizer you are loading from '/tmp/model_input' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-grpo-q235b-opusd-12063-v1-uploader: 2026-02-19 11:25:22 WARNING modeling_utils.py L4670: `torch_dtype` is deprecated! Use `dtype` instead!
chaiml-grpo-q235b-opusd-12063-v1-uploader: 2026-02-19 11:25:51 INFO base.py L366: using torch.bfloat16 for quantization tuning
chaiml-grpo-q235b-opusd-12063-v1-uploader: 2026-02-19 11:25:55 INFO base.py L1145: start to compute imatrix
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chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/local/lib/python3.12/dist-packages/torch/backends/cuda/__init__.py:131: UserWarning: Please use the new API settings to control TF32 behavior, such as torch.backends.cudnn.conv.fp32_precision = 'tf32' or torch.backends.cuda.matmul.fp32_precision = 'ieee'. Old settings, e.g, torch.backends.cuda.matmul.allow_tf32 = True, torch.backends.cudnn.allow_tf32 = True, allowTF32CuDNN() and allowTF32CuBLAS() will be deprecated after Pytorch 2.9. Please see https://pytorch.org/docs/main/notes/cuda.html#tensorfloat-32-tf32-on-ampere-and-later-devices (Triggered internally at /pytorch/aten/src/ATen/Context.cpp:80.)
chaiml-grpo-q235b-opusd-12063-v1-uploader:   return torch._C._get_cublas_allow_tf32()
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:26:57.896000 7 torch/_dynamo/convert_frame.py:1358] [6/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:26:57.896000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    function: 'forward' (/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_moe/modeling_qwen3_moe.py:208)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:26:57.896000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    last reason: 6/7: self._modules['up_proj'].imatrix_cnt == 1336             # module.imatrix_cnt += input.shape[0]  # auto_round/compressors/base.py:1179 in get_imatrix_hook (HINT: torch.compile considers integer attributes of the nn.Module to be static. If you are observing recompilation, you might want to make this integer dynamic using torch._dynamo.config.allow_unspec_int_on_nn_module = True, or convert this integer into a tensor.)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:26:57.896000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:26:57.896000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To diagnose recompilation issues, see https://pytorch.org/docs/main/torch.compiler_troubleshooting.html
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:27:00.773000 7 torch/_dynamo/convert_frame.py:1358] [3/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:27:00.773000 7 torch/_dynamo/convert_frame.py:1358] [3/8]    function: 'forward' (/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_moe/modeling_qwen3_moe.py:305)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:27:00.773000 7 torch/_dynamo/convert_frame.py:1358] [3/8]    last reason: 3/7: self._modules['self_attn']._modules['k_proj'].imatrix_cnt == 56  # module.imatrix_cnt += input.shape[0]  # auto_round/compressors/base.py:1179 in get_imatrix_hook (HINT: torch.compile considers integer attributes of the nn.Module to be static. If you are observing recompilation, you might want to make this integer dynamic using torch._dynamo.config.allow_unspec_int_on_nn_module = True, or convert this integer into a tensor.)
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:27:00.773000 7 torch/_dynamo/convert_frame.py:1358] [3/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-opusd-12063-v1-uploader: W0219 11:27:00.773000 7 torch/_dynamo/convert_frame.py:1358] [3/8] To diagnose recompilation issues, see https://pytorch.org/docs/main/torch.compiler_troubleshooting.html
chaiml-grpo-q235b-opusd-12063-v1-uploader: 2026-02-19 11:27:18 WARNING gguf.py L297: please use more data via setting `nsamples` to improve accuracy as calibration activations contain 0
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-12063-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-12063-v1-uploader: Creating repo ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras-W4A16 and uploading /dev/shm/model_output to it
chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:47:16 (0:00:00) ----------
chaiml-grpo-q235b-opusd-12063-v1-uploader: Files:   hashed 11/38 (26.1M/131.9G) | pre-uploaded: 0/1 (0.0/131.9G) (+27 unsure) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-12063-v1-uploader: Workers: hashing: 27 | get upload mode: 0 | pre-uploading: 1 | committing: 0 | waiting: 98
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chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:48:16 (0:01:00) ----------
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chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:49:16 (0:02:00) ----------
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chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:50:16 (0:03:00) ----------
chaiml-grpo-q235b-opusd-12063-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 18/28 (81.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-12063-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 10 | committing: 0 | waiting: 116
chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-12063-v1-uploader:                              







chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:51:16 (0:04:00) ----------
chaiml-grpo-q235b-opusd-12063-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 19/28 (86.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-12063-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 9 | committing: 0 | waiting: 117
chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------------------------------------------------
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-12063-v1-uploader:                              







chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------- 2026-02-19 12:52:16 (0:05:00) ----------
chaiml-grpo-q235b-opusd-12063-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 28/28 (131.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-12063-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 0 | committing: 1 | waiting: 125
chaiml-grpo-q235b-opusd-12063-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-12063-v1-uploader:                              Processed model ChaiML/grpo-q235b-opusd-v1-merged-chai-rm-mid-kl-averaged-loras in 5461.706s
chaiml-grpo-q235b-opusd-12063-v1-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-q235b-opusd-12063-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-q235b-opusd-12063-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-q235b-opusd-12063-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-q235b-opusd-12063-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/special_tokens_map.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/tokenizer_config.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/quantization_config.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/generation_config.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/added_tokens.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/chat_template.jinja
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/merges.txt
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/config.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/vocab.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/tokenizer.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model.safetensors.index.json
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00027-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00027-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00002-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00025-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00025-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00003-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00014-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00016-of-00027.safetensors
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00005-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00021-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00007-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00018-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00011-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00011-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00013-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00026-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00026-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00015-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00015-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00024-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00004-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00019-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00009-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00022-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00023-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00010-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00020-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00006-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00017-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00001-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00008-of-00027.safetensors
chaiml-grpo-q235b-opusd-12063-v1-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-12063-v1/default/model-00012-of-00027.safetensors
Job chaiml-grpo-q235b-opusd-12063-v1-uploader completed after 5550.71s with status: succeeded
Stopping job with name chaiml-grpo-q235b-opusd-12063-v1-uploader
Pipeline stage VLLMUploader completed in 5551.30s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-q235b-opusd-12063-v1
Waiting for inference service chaiml-grpo-q235b-opusd-12063-v1 to be ready
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-grpo-q235b-opusd-12063-v1 ready after 372.0482134819031s
Pipeline stage VLLMDeployer completed in 372.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7159481048583984s
Received healthy response to inference request in 1.749077558517456s
Received healthy response to inference request in 1.93306565284729s
Received healthy response to inference request in 2.0041587352752686s
Received healthy response to inference request in 2.1425371170043945s
Received healthy response to inference request in 1.7921195030212402s
Received healthy response to inference request in 2.0838844776153564s
Received healthy response to inference request in 1.8616819381713867s
Received healthy response to inference request in 1.9536488056182861s
Received healthy response to inference request in 1.8907032012939453s
Received healthy response to inference request in 1.9779930114746094s
Received healthy response to inference request in 1.9396355152130127s
Received healthy response to inference request in 1.9318337440490723s
Received healthy response to inference request in 1.946974515914917s
Received healthy response to inference request in 1.796668529510498s
Received healthy response to inference request in 2.151346445083618s
Received healthy response to inference request in 2.0003230571746826s
Received healthy response to inference request in 1.934849500656128s
Received healthy response to inference request in 2.007329225540161s
Received healthy response to inference request in 2.18468976020813s
Received healthy response to inference request in 1.7158799171447754s
Received healthy response to inference request in 2.080728054046631s
Received healthy response to inference request in 1.8876688480377197s
Received healthy response to inference request in 1.9766695499420166s
Received healthy response to inference request in 1.9902849197387695s
Received healthy response to inference request in 1.9499232769012451s
Received healthy response to inference request in 2.3844974040985107s
Received healthy response to inference request in 1.748683214187622s
Received healthy response to inference request in 1.8109102249145508s
Received healthy response to inference request in 2.1384472846984863s
30 requests
0 failed requests
5th percentile: 1.7306789040565491
10th percentile: 1.7490381240844726
20th percentile: 1.8080618858337403
30th percentile: 1.8897928953170777
40th percentile: 1.9341359615325928
50th percentile: 1.948448896408081
60th percentile: 1.9771989345550538
70th percentile: 2.0014737606048585
80th percentile: 2.081359338760376
90th percentile: 2.143418049812317
95th percentile: 2.1696852684020995
99th percentile: 2.3265531873703003
mean time: 1.9560720364252726
Pipeline stage StressChecker completed in 76.35s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.70s
Shutdown handler de-registered
chaiml-grpo-q235b-opusd_12063_v1 status is now deployed due to DeploymentManager action
chaiml-grpo-q235b-opusd_12063_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-q235b-opusd_12063_v1 status is now torndown due to DeploymentManager action