developer_uid: acehao-chai
submission_id: chaiml-grpo-q235b-kimid_38507_v2
model_name: chaiml-grpo-q235b-kimid_38507_v2
model_group: ChaiML/grpo-q235b-kimid-
status: torndown
timestamp: 2026-02-24T09:26:53+00:00
num_battles: 10816
num_wins: 5810
celo_rating: 1321.85
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200
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-kimid_38507_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-18
win_ratio: 0.5371671597633136
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-kimid-38507-v2-uploader
Waiting for job on chaiml-grpo-q235b-kimid-38507-v2-uploader to finish
chaiml-grpo-q235b-kimid-38507-v2-uploader: Using quantization_mode: w4a16
chaiml-grpo-q235b-kimid-38507-v2-uploader: Checking if ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200-W4A16 already exists in ChaiML
chaiml-grpo-q235b-kimid-38507-v2-uploader: Downloading snapshot of ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200...
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-kimid-38507-v2-uploader: Downloaded in 149.535s
chaiml-grpo-q235b-kimid-38507-v2-uploader: Applying quantization...
chaiml-grpo-q235b-kimid-38507-v2-uploader: 2026-02-17 20:51:00 WARNING modeling_utils.py L4670: `torch_dtype` is deprecated! Use `dtype` instead!
chaiml-grpo-q235b-kimid-38507-v2-uploader: 2026-02-17 20:51:12 INFO base.py L366: using torch.bfloat16 for quantization tuning
chaiml-grpo-q235b-kimid-38507-v2-uploader: 2026-02-17 20:51:17 INFO base.py L1145: start to compute imatrix
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader:   return torch._C._get_cublas_allow_tf32()
chaiml-grpo-q235b-kimid-38507-v2-uploader: W0217 20:52:20.080000 7 torch/_dynamo/convert_frame.py:1358] [6/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-kimid-38507-v2-uploader: W0217 20:52:20.080000 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-kimid-38507-v2-uploader: W0217 20:52:20.080000 7 torch/_dynamo/convert_frame.py:1358] [6/8]    last reason: 6/7: self._modules['up_proj'].imatrix_cnt == 1343             # 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-kimid-38507-v2-uploader: W0217 20:52:20.080000 7 torch/_dynamo/convert_frame.py:1358] [6/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-kimid-38507-v2-uploader: W0217 20:52:20.080000 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-kimid-38507-v2-uploader: W0217 20:52:22.968000 7 torch/_dynamo/convert_frame.py:1358] [3/8] torch._dynamo hit config.recompile_limit (8)
chaiml-grpo-q235b-kimid-38507-v2-uploader: W0217 20:52:22.968000 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-kimid-38507-v2-uploader: W0217 20:52:22.968000 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-kimid-38507-v2-uploader: W0217 20:52:22.968000 7 torch/_dynamo/convert_frame.py:1358] [3/8] To log all recompilation reasons, use TORCH_LOGS="recompiles".
chaiml-grpo-q235b-kimid-38507-v2-uploader: W0217 20:52:22.968000 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-kimid-38507-v2-uploader: 2026-02-17 20:52:41 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', '')
HTTP Request: %s %s "%s %d %s"
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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_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_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-_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', '')
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)
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', '')
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)
chaiml-grpo-q235b-kimid-38507-v2-uploader: Checking if ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200-W4A16 already exists in ChaiML
chaiml-grpo-q235b-kimid-38507-v2-uploader: Creating repo ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200-W4A16 and uploading /dev/shm/model_output to it
chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:06:55 (0:00:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 27 | get upload mode: 0 | pre-uploading: 1 | committing: 0 | waiting: 98
chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------------------------------------------------
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-kimid-38507-v2-uploader: 







chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:07:55 (0:01:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 26 | committing: 0 | waiting: 100
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chaiml-grpo-q235b-kimid-38507-v2-uploader:                              







chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:08:55 (0:02:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 18 | committing: 0 | waiting: 108
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chaiml-grpo-q235b-kimid-38507-v2-uploader:                              







chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:09:55 (0:03:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 10 | committing: 0 | waiting: 116
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chaiml-grpo-q235b-kimid-38507-v2-uploader:                              







chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:10:55 (0:04:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 2 | committing: 0 | waiting: 124
chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------------------------------------------------
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-kimid-38507-v2-uploader:                              







chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------- 2026-02-17 22:11:55 (0:05:00) ----------
chaiml-grpo-q235b-kimid-38507-v2-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-kimid-38507-v2-uploader: Workers: hashing: 0 | get upload mode: 0 | pre-uploading: 0 | committing: 1 | waiting: 125
chaiml-grpo-q235b-kimid-38507-v2-uploader: ---------------------------------------------------
chaiml-grpo-q235b-kimid-38507-v2-uploader:                              Processed model ChaiML/grpo-q235b-kimid-v5a-merged-nemo70b-chai-rm-step-200 in 5031.798s
chaiml-grpo-q235b-kimid-38507-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-q235b-kimid-38507-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/chat_template.jinja
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/added_tokens.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/config.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/tokenizer_config.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/special_tokens_map.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/generation_config.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/quantization_config.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model.safetensors.index.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/vocab.json
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/merges.txt
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/tokenizer.json
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-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00027-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00027-of-00027.safetensors
HTTP Request: %s %s "%s %d %s"
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', '')
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00023-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00024-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00008-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00026-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00026-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00011-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00011-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00006-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00003-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00010-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00014-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00013-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00001-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00005-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00017-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00016-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00009-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00019-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00018-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00015-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00015-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00007-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00004-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00002-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00020-of-00027.safetensors
chaiml-grpo-q235b-kimid-38507-v2-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-38507-v2/default/model-00022-of-00027.safetensors
Job chaiml-grpo-q235b-kimid-38507-v2-uploader completed after 5375.3s with status: succeeded
Stopping job with name chaiml-grpo-q235b-kimid-38507-v2-uploader
Pipeline stage VLLMUploader completed in 5375.82s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-q235b-kimid-38507-v2
Waiting for inference service chaiml-grpo-q235b-kimid-38507-v2 to be ready
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_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_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_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-kimid-38507-v2 ready after 622.9160554409027s
Pipeline stage VLLMDeployer completed in 623.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.039696216583252s
Received healthy response to inference request in 2.169236660003662s
Received healthy response to inference request in 2.0152182579040527s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 1.960479497909546s
Received healthy response to inference request in 1.9661204814910889s
Received healthy response to inference request in 2.145554542541504s
Received healthy response to inference request in 2.1152195930480957s
Received healthy response to inference request in 2.0338337421417236s
Received healthy response to inference request in 2.005842924118042s
Received healthy response to inference request in 2.1003165245056152s
Received healthy response to inference request in 1.8663253784179688s
Received healthy response to inference request in 1.9370837211608887s
Received healthy response to inference request in 2.0814855098724365s
Received healthy response to inference request in 2.0898258686065674s
Received healthy response to inference request in 2.148007869720459s
Received healthy response to inference request in 2.019310474395752s
Received healthy response to inference request in 1.970698595046997s
Received healthy response to inference request in 2.390820264816284s
Received healthy response to inference request in 1.9101853370666504s
Received healthy response to inference request in 2.038752555847168s
Received healthy response to inference request in 2.0784289836883545s
Received healthy response to inference request in 2.2744622230529785s
Received healthy response to inference request in 2.3495523929595947s
Received healthy response to inference request in 2.259605884552002s
Received healthy response to inference request in 2.6895699501037598s
Received healthy response to inference request in 2.2005584239959717s
Received healthy response to inference request in 1.9631354808807373s
Received healthy response to inference request in 1.954949140548706s
Received healthy response to inference request in 1.9044930934906006s
Received healthy response to inference request in 2.1005725860595703s
30 requests
0 failed requests
5th percentile: 1.907054603099823
10th percentile: 1.9343938827514648
20th percentile: 1.962604284286499
30th percentile: 1.9952996253967286
40th percentile: 2.028024435043335
50th percentile: 2.0590626001358032
60th percentile: 2.0940221309661866
70th percentile: 2.124320077896118
80th percentile: 2.175501012802124
90th percentile: 2.28197124004364
95th percentile: 2.372249722480774
99th percentile: 2.602932541370392
mean time: 2.092644739151001
Pipeline stage StressChecker completed in 66.52s
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 0.68s
Shutdown handler de-registered
chaiml-grpo-q235b-kimid_38507_v2 status is now deployed due to DeploymentManager action
chaiml-grpo-q235b-kimid_38507_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of chaiml-grpo-q235b-kimid_38507_v2
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %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', '')
Running pipeline stage VLLMDeleter
Checking if service chaiml-grpo-q235b-kimid-38507-v2 is running
Tearing down inference service chaiml-grpo-q235b-kimid-38507-v2
Service chaiml-grpo-q235b-kimid-38507-v2 has been torndown
Pipeline stage VLLMDeleter completed in 1.82s
run pipeline stage %s
Running pipeline stage VLLMModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
%s, retrying in %s seconds...
Cleaning model data from S3
Cleaning model data from model cache
%s, retrying in %s seconds...
Cleaning model data from S3
Cleaning model data from model cache
clean up pipeline due to error=TeardownError("Got unexpected keyword argument 'request_checksum_calculation'")
Shutdown handler de-registered
chaiml-grpo-q235b-kimid_38507_v2 status is now torndown due to DeploymentManager action