developer_uid: acehao-chai
submission_id: chaiml-grpo-q235b-kimid_10073_v2
model_name: chaiml-grpo-q235b-kimid_10073_v2
model_group: ChaiML/grpo-q235b-kimid-
status: torndown
timestamp: 2026-03-11T17:33:21+00:00
num_battles: 10823
num_wins: 5830
celo_rating: 1324.91
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/grpo-q235b-kimid-v5a-merged-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_10073_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo-q235b-kimid-v5a-merged-chai-rm-step-200
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-20
win_ratio: 0.5386676522221195
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-10073-v2-uploader
Waiting for job on chaiml-grpo-q235b-kimid-10073-v2-uploader to finish
chaiml-grpo-q235b-kimid-10073-v2-uploader: Using quantization_mode: w4a16
chaiml-grpo-q235b-kimid-10073-v2-uploader: Checking if ChaiML/grpo-q235b-kimid-v5a-merged-chai-rm-step-200-W4A16 already exists in ChaiML
chaiml-grpo-q235b-kimid-10073-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-grpo-q235b-kimid-10073-v2-uploader: Downloading snapshot of ChaiML/grpo-q235b-kimid-v5a-merged-chai-rm-step-200-W4A16...
chaiml-grpo-q235b-kimid-10073-v2-uploader: creating bucket guanaco-vllm-models
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-grpo-q235b-kimid-10073-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-grpo-q235b-kimid-10073-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-grpo-q235b-kimid-10073-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-grpo-q235b-kimid-10073-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/generation_config.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/chat_template.jinja
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/.gitattributes
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/merges.txt
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/added_tokens.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/tokenizer_config.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/quantization_config.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/special_tokens_map.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/config.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/vocab.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/tokenizer.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model.safetensors.index.json
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00004-of-00027.safetensors
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chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00012-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00022-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00003-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00013-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00014-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00015-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00015-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00010-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00006-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00025-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00025-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00024-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00011-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00011-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00009-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00007-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00023-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00020-of-00027.safetensors
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chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00008-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00019-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00017-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00016-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00002-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00021-of-00027.safetensors
chaiml-grpo-q235b-kimid-10073-v2-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-grpo-q235b-kimid-10073-v2/default/model-00005-of-00027.safetensors
Job chaiml-grpo-q235b-kimid-10073-v2-uploader completed after 137.01s with status: succeeded
Stopping job with name chaiml-grpo-q235b-kimid-10073-v2-uploader
Pipeline stage VLLMUploader completed in 142.70s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-grpo-q235b-kimid-10073-v2
Waiting for inference service chaiml-grpo-q235b-kimid-10073-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-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)
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)
Inference service chaiml-grpo-q235b-kimid-10073-v2 ready after 432.3075370788574s
Pipeline stage VLLMDeployer completed in 432.83s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2425403594970703s
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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', '')
Received healthy response to inference request in 2.18725323677063s
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Received healthy response to inference request in 1.9373748302459717s
Received healthy response to inference request in 2.450518846511841s
Received healthy response to inference request in 1.9173436164855957s
Received healthy response to inference request in 2.181544065475464s
Received healthy response to inference request in 2.1909267902374268s
Received healthy response to inference request in 2.0698697566986084s
Received healthy response to inference request in 2.0144200325012207s
Received healthy response to inference request in 2.0534353256225586s
30 requests
0 failed requests
5th percentile: 1.9446606755256652
10th percentile: 2.0053333044052124
20th percentile: 2.0524477481842043
30th percentile: 2.1034374475479125
40th percentile: 2.1717825412750242
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60th percentile: 2.2540995121002196
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80th percentile: 2.7586655616760254
90th percentile: 2.968232345581055
95th percentile: 3.2238726615905753
99th percentile: 3.5294967150688175
mean time: 2.3781367460886638
Pipeline stage StressChecker completed in 86.21s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
Shutdown handler de-registered
chaiml-grpo-q235b-kimid_10073_v2 status is now deployed due to DeploymentManager action
chaiml-grpo-q235b-kimid_10073_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-q235b-kimid_10073_v2 status is now inactive due to Froze recruitment for AB test 0220_feynman
Deleting key chaiml-grpo-q235b-opusd-11130-v3/default/tokenizer.json from bucket guanaco-vllm-models
Deleting key chaiml-grpo-q235b-kimid-83709-v2/default/tokenizer_config.json from bucket guanaco-vllm-models
Deleting key chaiml-grpo-q235b-opusd-34252-v2/default/quantization_config.json from bucket guanaco-vllm-models
Deleting key chaiml-grpo-q235b-kimid-35892-v2/default/vocab.json from bucket guanaco-vllm-models
chaiml-grpo-q235b-kimid_10073_v2 status is now torndown due to DeploymentManager action