developer_uid: zonemercy
submission_id: chaiml-pony-d3-g46-pv2-_41910_v7
model_name: chaiml-pony-d3-g46-pv2-_41910_v7
model_group: ChaiML/pony-d3-g46-pv2-l
status: torndown
timestamp: 2026-03-14T16:01:36+00:00
num_battles: 10841
num_wins: 6213
celo_rating: 1349.05
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/pony-d3-g46-pv2-lr5e6ep1r64b8
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-pony-d3-g46-pv2-_41910_v7
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/pony-d3-g46-pv2-lr5e6ep1r64b8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-11
win_ratio: 0.5731021123512591
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 60, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|assistant|>', '<|user|>', '<|im_end|>', '</s>', '####'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}.<|user|>\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '<|assistant|>\n<think></think>\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-pony-d3-g46-pv2-41910-v7-uploader
Waiting for job on chaiml-pony-d3-g46-pv2-41910-v7-uploader to finish
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Using quantization_mode: fp8
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Checking if ChaiML/pony-d3-g46-pv2-lr5e6ep1r64b8-FP8 already exists in ChaiML
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Downloading snapshot of ChaiML/pony-d3-g46-pv2-lr5e6ep1r64b8-FP8...
2026-03-11T14:22:52.691766+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:23:52.781636+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:24:52.869331+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Downloaded in 130.465s
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Processed model ChaiML/pony-d3-g46-pv2-lr5e6ep1r64b8 in 134.126s
chaiml-pony-d3-g46-pv2-41910-v7-uploader: creating bucket guanaco-vllm-models
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-pony-d3-g46-pv2-41910-v7-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-pony-d3-g46-pv2-41910-v7-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-pony-d3-g46-pv2-41910-v7-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-pony-d3-g46-pv2-41910-v7-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/generation_config.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/config.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/chat_template.jinja
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/.gitattributes
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/recipe.yaml
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/special_tokens_map.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/tokenizer_config.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/model.safetensors.index.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/tokenizer.json
chaiml-pony-d3-g46-pv2-41910-v7-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d3-g46-pv2-41910-v7/default/model-00072-of-00072.safetensors
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2026-03-11T14:25:52.957267+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
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Job chaiml-pony-d3-g46-pv2-41910-v7-uploader completed after 277.41s with status: succeeded
Stopping job with name chaiml-pony-d3-g46-pv2-41910-v7-uploader
Pipeline stage VLLMUploader completed in 278.06s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.36s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-pony-d3-g46-pv2-41910-v7
Waiting for inference service chaiml-pony-d3-g46-pv2-41910-v7 to be ready
2026-03-11T14:26:53.048256+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:27:53.147703+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:28:53.251819+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:29:53.419115+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:30:53.522394+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
2026-03-11T14:31:53.627531+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
Inference service chaiml-pony-d3-g46-pv2-41910-v7 ready after 360.48300647735596s
Pipeline stage VLLMDeployer completed in 360.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.083592414855957s
Received healthy response to inference request in 9.20035433769226s
2026-03-11T14:32:53.729363+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
Received healthy response to inference request in 8.92500638961792s
Received healthy response to inference request in 8.978201866149902s
Received healthy response to inference request in 2.0459444522857666s
Received healthy response to inference request in 2.141772747039795s
Received healthy response to inference request in 2.1984894275665283s
Received healthy response to inference request in 1.962207555770874s
Received healthy response to inference request in 2.1629858016967773s
Received healthy response to inference request in 2.0021703243255615s
Received healthy response to inference request in 1.9679265022277832s
Received healthy response to inference request in 2.0372276306152344s
Received healthy response to inference request in 2.0329673290252686s
Received healthy response to inference request in 1.9724044799804688s
Received healthy response to inference request in 2.0800859928131104s
Received healthy response to inference request in 1.933152675628662s
Received healthy response to inference request in 1.9437334537506104s
Received healthy response to inference request in 2.0409770011901855s
Received healthy response to inference request in 2.0395960807800293s
Received healthy response to inference request in 1.9657535552978516s
Received healthy response to inference request in 2.1440396308898926s
Received healthy response to inference request in 2.1435420513153076s
Received healthy response to inference request in 2.0219855308532715s
Received healthy response to inference request in 2.017775297164917s
Received healthy response to inference request in 2.0308444499969482s
2026-03-11T14:33:53.841573+00:00 monitor updated for chaiml-pony-d3-g46-pv2-_41910_v7
Received healthy response to inference request in 2.0953192710876465s
Received healthy response to inference request in 2.0071167945861816s
Received healthy response to inference request in 1.950594186782837s
Received healthy response to inference request in 2.121211051940918s
Received healthy response to inference request in 1.98439621925354s
30 requests
0 failed requests
5th percentile: 1.9468207836151123
10th percentile: 1.9610462188720703
20th percentile: 1.9715088844299316
30th percentile: 2.0056328535079957
40th percentile: 2.0273008823394774
50th percentile: 2.038411855697632
60th percentile: 2.059601068496704
70th percentile: 2.127379560470581
80th percentile: 2.14782886505127
90th percentile: 8.930325937271117
95th percentile: 9.036166667938232
99th percentile: 9.166493380069733
mean time: 2.9743791500727337
Pipeline stage StressChecker completed in 92.44s
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 1.08s
Shutdown handler de-registered
chaiml-pony-d3-g46-pv2-_41910_v7 status is now deployed due to DeploymentManager action
chaiml-pony-d3-g46-pv2-_41910_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-pony-d3-g46-pv2-_41910_v7 status is now torndown due to DeploymentManager action