developer_uid: zonemercy
submission_id: chaiml-muster-v0-q235b-_52842_v8
model_name: chaiml-muster-v0-q235b-_52842_v8
model_group: ChaiML/muster-v0-q235b-l
status: torndown
timestamp: 2026-02-11T15:01:19+00:00
num_battles: 11728
num_wins: 6390
celo_rating: 1338.88
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/muster-v0-q235b-lr1e4ep2r64g4
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-muster-v0-q235b-_52842_v8
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/muster-v0-q235b-lr1e4ep2r64g4
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-07
win_ratio: 0.544849931787176
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': ['</s>', '####', '</think>', '<|user|>', '<|assistant|>', '<|im_end|>'], '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-muster-v0-q235b-52842-v8-uploader
Waiting for job on chaiml-muster-v0-q235b-52842-v8-uploader to finish
chaiml-muster-v0-q235b-52842-v8-uploader: Using quantization_mode: w4a16
chaiml-muster-v0-q235b-52842-v8-uploader: Checking if ChaiML/muster-v0-q235b-lr1e4ep2r64g4-W4A16 already exists in ChaiML
chaiml-muster-v0-q235b-52842-v8-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-muster-v0-q235b-52842-v8-uploader: Downloading snapshot of ChaiML/muster-v0-q235b-lr1e4ep2r64g4-W4A16...
chaiml-muster-v0-q235b-52842-v8-uploader: 
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chaiml-muster-v0-q235b-52842-v8-uploader: Downloaded in 49.438s
chaiml-muster-v0-q235b-52842-v8-uploader: Processed model ChaiML/muster-v0-q235b-lr1e4ep2r64g4 in 49.957s
chaiml-muster-v0-q235b-52842-v8-uploader: creating bucket guanaco-vllm-models
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v8-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-muster-v0-q235b-52842-v8-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v8-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v8-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v8-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v8-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-muster-v0-q235b-52842-v8-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-muster-v0-q235b-52842-v8-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-muster-v0-q235b-52842-v8-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-muster-v0-q235b-52842-v8-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-muster-v0-q235b-52842-v8-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8
chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model.safetensors.index.json
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chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00017-of-00027.safetensors
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chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00008-of-00027.safetensors
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chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00002-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00024-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00021-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00022-of-00027.safetensors
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chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00001-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v8-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v8/model-00019-of-00027.safetensors
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Job chaiml-muster-v0-q235b-52842-v8-uploader completed after 636.81s with status: succeeded
Stopping job with name chaiml-muster-v0-q235b-52842-v8-uploader
Pipeline stage VLLMUploader completed in 637.20s
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Running pipeline stage VLLMTemplater
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-muster-v0-q235b-52842-v8
Waiting for inference service chaiml-muster-v0-q235b-52842-v8 to be ready
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Inference service chaiml-muster-v0-q235b-52842-v8 ready after 750.504311800003s
Pipeline stage VLLMDeployer completed in 750.95s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.068382740020752s
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Received healthy response to inference request in 1.998579978942871s
Received healthy response to inference request in 2.1763086318969727s
Received healthy response to inference request in 1.965900182723999s
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5th percentile: 1.9493913531303406
10th percentile: 1.9657199382781982
20th percentile: 1.996379566192627
30th percentile: 2.0177804708480833
40th percentile: 2.0404475212097166
50th percentile: 2.066429853439331
60th percentile: 2.174163007736206
70th percentile: 2.1905487775802612
80th percentile: 2.224736022949219
90th percentile: 2.37693190574646
95th percentile: 2.472169125080108
99th percentile: 2.629586229324341
mean time: 2.133803653717041
Pipeline stage StressChecker completed in 66.99s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.73s
Shutdown handler de-registered
chaiml-muster-v0-q235b-_52842_v8 status is now deployed due to DeploymentManager action
chaiml-muster-v0-q235b-_52842_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-muster-v0-q235b-_52842_v8 status is now torndown due to DeploymentManager action