developer_uid: acehao-chai
submission_id: chaiml-grpo-q235b-opusd_65986_v1
model_name: chaiml-grpo-q235b-opusd_65986_v1
model_group: ChaiML/grpo-q235b-opusd-
status: torndown
timestamp: 2026-03-11T17:37:50+00:00
num_battles: 591440
num_wins: 307531
celo_rating: 1319.87
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450
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_65986_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-25
win_ratio: 0.5199699039632084
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
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-grpo-q235b-opusd-65986-v1-uploader
Waiting for job on chaiml-grpo-q235b-opusd-65986-v1-uploader to finish
chaiml-grpo-q235b-opusd-65986-v1-uploader: Using quantization_mode: w4a16
chaiml-grpo-q235b-opusd-65986-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-65986-v1-uploader: Downloading snapshot of ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450...
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_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_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', '')
chaiml-grpo-q235b-opusd-65986-v1-uploader: Downloaded in 198.659s
chaiml-grpo-q235b-opusd-65986-v1-uploader: Applying quantization...
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader: 2026-02-20 13:36:36 WARNING modeling_utils.py L4670: `torch_dtype` is deprecated! Use `dtype` instead!
chaiml-grpo-q235b-opusd-65986-v1-uploader: 2026-02-20 13:36:46 INFO base.py L366: using torch.bfloat16 for quantization tuning
chaiml-grpo-q235b-opusd-65986-v1-uploader: 2026-02-20 13:36:51 INFO base.py L1145: start to compute imatrix
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader:   return torch._C._get_cublas_allow_tf32()
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', '')
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-q235b-opusd-65986-v1-uploader: W0220 13:37:49.488000 7 torch/_dynamo/convert_frame.py:1358] [6/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-opusd-65986-v1-uploader: W0220 13:37:49.488000 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-65986-v1-uploader: W0220 13:37:49.488000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    last reason: 6/7: self._modules['up_proj'].imatrix_cnt == 1344             # 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-65986-v1-uploader: W0220 13:37:49.488000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-opusd-65986-v1-uploader: W0220 13:37:49.488000 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-65986-v1-uploader: W0220 13:37:52.351000 7 torch/_dynamo/convert_frame.py:1358] [3/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-opusd-65986-v1-uploader: W0220 13:37:52.351000 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-65986-v1-uploader: W0220 13:37:52.351000 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-65986-v1-uploader: W0220 13:37:52.351000 7 torch/_dynamo/convert_frame.py:1358] [3/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-opusd-65986-v1-uploader: W0220 13:37:52.351000 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-65986-v1-uploader: 2026-02-20 13:38:10 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_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', '')
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-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', '')
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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-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-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-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)
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_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-_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_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', '')
HTTP Request: %s %s "%s %d %s"
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-_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-_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_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', '')
HTTP Request: %s %s "%s %d %s"
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', '')
HTTP Request: %s %s "%s %d %s"
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', '')
HTTP Request: %s %s "%s %d %s"
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)
HTTP Request: %s %s "%s %d %s"
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-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', '')
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_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-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)
HTTP Request: %s %s "%s %d %s"
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)
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-q235b-opusd-65986-v1-uploader: Checking if ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450-W4A16 already exists in ChaiML
chaiml-grpo-q235b-opusd-65986-v1-uploader: Creating repo ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450-W4A16 and uploading /dev/shm/model_output to it
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:50:14 (0:00:00) ----------
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader: Workers: hashing: 27 | get upload mode: 0 | pre-uploading: 1 | committing: 0 | waiting: 98
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------------------------------------------------
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-q235b-opusd-65986-v1-uploader: 







chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:51:14 (0:01:00) ----------
chaiml-grpo-q235b-opusd-65986-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 2/28 (1.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-65986-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 26 | committing: 0 | waiting: 100
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------------------------------------------------
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-65986-v1-uploader:                              







chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:52:14 (0:02:00) ----------
chaiml-grpo-q235b-opusd-65986-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 10/28 (41.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-65986-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 18 | committing: 0 | waiting: 108
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader:                              







chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:53:14 (0:03:00) ----------
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 10 | committing: 0 | waiting: 116
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-65986-v1-uploader:                              







chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:54:14 (0:04:00) ----------
chaiml-grpo-q235b-opusd-65986-v1-uploader: Files:   hashed 38/38 (131.9G/131.9G) | pre-uploaded: 26/28 (121.9G/131.9G) | committed: 0/38 (0.0/131.9G) | ignored: 0
chaiml-grpo-q235b-opusd-65986-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 2 | committing: 0 | waiting: 124
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-65986-v1-uploader:                              







chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------- 2026-02-20 14:55:14 (0:05:00) ----------
chaiml-grpo-q235b-opusd-65986-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-65986-v1-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 0 | committing: 1 | waiting: 125
chaiml-grpo-q235b-opusd-65986-v1-uploader: ---------------------------------------------------
chaiml-grpo-q235b-opusd-65986-v1-uploader:                              Processed model ChaiML/grpo-q235b-opusd-v1-merged-nemo70b-chai-rm-step-450 in 4939.784s
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', '')
chaiml-grpo-q235b-opusd-65986-v1-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-q235b-opusd-65986-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-q235b-opusd-65986-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-q235b-opusd-65986-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-q235b-opusd-65986-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/added_tokens.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/quantization_config.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/special_tokens_map.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/config.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/chat_template.jinja
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/vocab.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/generation_config.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/merges.txt
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/tokenizer_config.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model.safetensors.index.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/tokenizer.json
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00027-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00027-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00020-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00013-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00023-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00007-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00002-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00010-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00011-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00011-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00022-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00016-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00024-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00026-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00026-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00004-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00019-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00018-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00003-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00001-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00021-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00015-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00015-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00025-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00025-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00006-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00008-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00017-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00014-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00005-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00009-of-00027.safetensors
chaiml-grpo-q235b-opusd-65986-v1-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-opusd-65986-v1/default/model-00012-of-00027.safetensors
Job chaiml-grpo-q235b-opusd-65986-v1-uploader completed after 5055.18s with status: succeeded
Stopping job with name chaiml-grpo-q235b-opusd-65986-v1-uploader
Pipeline stage VLLMUploader completed in 5059.52s
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Pipeline stage VLLMTemplater completed in 0.17s
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Creating inference service chaiml-grpo-q235b-opusd-65986-v1
Waiting for inference service chaiml-grpo-q235b-opusd-65986-v1 to be ready
HTTP Request: %s %s "%s %d %s"
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-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)
Inference service chaiml-grpo-q235b-opusd-65986-v1 ready after 382.1618654727936s
Pipeline stage VLLMDeployer completed in 382.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.784454584121704s
Received healthy response to inference request in 1.841444969177246s
Received healthy response to inference request in 1.988060712814331s
Received healthy response to inference request in 1.9029321670532227s
Received healthy response to inference request in 2.125217914581299s
Received healthy response to inference request in 1.8884780406951904s
Received healthy response to inference request in 1.7710516452789307s
Received healthy response to inference request in 1.7224764823913574s
Received healthy response to inference request in 2.23543119430542s
Received healthy response to inference request in 1.8917410373687744s
Received healthy response to inference request in 1.8072996139526367s
Received healthy response to inference request in 1.9238457679748535s
Received healthy response to inference request in 2.2792155742645264s
Received healthy response to inference request in 1.9253768920898438s
Received healthy response to inference request in 1.8839614391326904s
Received healthy response to inference request in 2.1307010650634766s
Received healthy response to inference request in 2.021113872528076s
Received healthy response to inference request in 2.1270642280578613s
Received healthy response to inference request in 2.210848569869995s
Received healthy response to inference request in 1.715651273727417s
Received healthy response to inference request in 1.9989187717437744s
Received healthy response to inference request in 1.8432307243347168s
Received healthy response to inference request in 1.8434314727783203s
Received healthy response to inference request in 2.2098238468170166s
Received healthy response to inference request in 1.9907875061035156s
Received healthy response to inference request in 2.0825610160827637s
Received healthy response to inference request in 1.9287559986114502s
Received healthy response to inference request in 1.7708842754364014s
Received healthy response to inference request in 2.052232027053833s
Received healthy response to inference request in 2.216999053955078s
30 requests
0 failed requests
5th percentile: 1.7442599892616273
10th percentile: 1.7710349082946777
20th percentile: 1.8346158981323242
30th percentile: 1.8718024492263794
40th percentile: 1.8984557151794434
50th percentile: 1.927066445350647
60th percentile: 1.9940400123596191
70th percentile: 2.061330723762512
80th percentile: 2.1277915954589846
90th percentile: 2.2114636182785032
95th percentile: 2.227136731147766
99th percentile: 2.2665181040763853
mean time: 1.970466391245524
Pipeline stage StressChecker completed in 70.94s
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chaiml-grpo-q235b-opusd_65986_v1 status is now deployed due to DeploymentManager action
chaiml-grpo-q235b-opusd_65986_v1 status is now inactive due to system request
chaiml-grpo-q235b-opusd_65986_v1 status is now inactive due to Froze recruitment for AB test 0220_feynman
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Tearing down inference service chaiml-grpo-q235b-opusd-65986-v1
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Cleaning model data from model cache
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Pipeline stage VLLMModelDeleter completed in 22.08s
Shutdown handler de-registered
Deleting key chaiml-grpo-q235b-kimid-37540-v3/default/tokenizer.json from bucket guanaco-vllm-models
chaiml-grpo-q235b-opusd_65986_v1 status is now torndown due to DeploymentManager action
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