developer_uid: zonemercy
submission_id: chaiml-pony-d3-g46-o4-l_49714_v3
model_name: chaiml-pony-d3-g46-o4-l_49714_v3
model_group: ChaiML/pony-d3-g46-o4-lr
status: torndown
timestamp: 2026-03-14T09:52:14+00:00
num_battles: 10681
num_wins: 6020
celo_rating: 1334.91
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/pony-d3-g46-o4-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-o4-l_49714_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-11
win_ratio: 0.5636176387978654
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-o4-l-49714-v3-uploader
Waiting for job on chaiml-pony-d3-g46-o4-l-49714-v3-uploader to finish
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Using quantization_mode: fp8
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Checking if ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8-FP8 already exists in ChaiML
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Downloading snapshot of ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8-FP8...
2026-03-11T07:46:45.379729+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:47:45.461238+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Downloaded in 109.736s
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Processed model ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8 in 113.144s
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: creating bucket guanaco-vllm-models
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-pony-d3-g46-o4-l-49714-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/.gitattributes
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/chat_template.jinja
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/generation_config.json
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/special_tokens_map.json
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/model.safetensors.index.json
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/recipe.yaml
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/tokenizer.json
2026-03-11T07:48:45.542967+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/model-00072-of-00072.safetensors
chaiml-pony-d3-g46-o4-l-49714-v3-uploader: cp /dev/shm/model_output/model-00071-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v3/default/model-00071-of-00072.safetensors
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2026-03-11T07:49:45.631348+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
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Job chaiml-pony-d3-g46-o4-l-49714-v3-uploader completed after 277.43s with status: succeeded
Stopping job with name chaiml-pony-d3-g46-o4-l-49714-v3-uploader
Pipeline stage VLLMUploader completed in 277.85s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.39s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-pony-d3-g46-o4-l-49714-v3
Waiting for inference service chaiml-pony-d3-g46-o4-l-49714-v3 to be ready
2026-03-11T07:50:45.719558+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:51:45.818422+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:52:45.931713+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:53:46.027862+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:54:46.128533+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
2026-03-11T07:55:46.251091+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
Inference service chaiml-pony-d3-g46-o4-l-49714-v3 ready after 371.264600276947s
Pipeline stage VLLMDeployer completed in 371.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.35255742073059s
2026-03-11T07:56:46.350343+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
Received healthy response to inference request in 2.127779245376587s
Received healthy response to inference request in 1.917694091796875s
Received healthy response to inference request in 9.264689445495605s
Received healthy response to inference request in 9.149101972579956s
Received healthy response to inference request in 1.956360101699829s
Received healthy response to inference request in 1.9854333400726318s
Received healthy response to inference request in 8.91205096244812s
Received healthy response to inference request in 2.1399435997009277s
Received healthy response to inference request in 2.0071446895599365s
Received healthy response to inference request in 2.0964698791503906s
Received healthy response to inference request in 2.0183770656585693s
Received healthy response to inference request in 2.0282013416290283s
Received healthy response to inference request in 1.9863576889038086s
Received healthy response to inference request in 2.0153656005859375s
Received healthy response to inference request in 1.9556238651275635s
Received healthy response to inference request in 2.0357227325439453s
Received healthy response to inference request in 2.0956273078918457s
Received healthy response to inference request in 1.9518561363220215s
Received healthy response to inference request in 2.0562124252319336s
2026-03-11T07:57:46.456541+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v3
Received healthy response to inference request in 1.9974684715270996s
Received healthy response to inference request in 2.005279302597046s
Received healthy response to inference request in 2.1063101291656494s
Received healthy response to inference request in 1.9784619808197021s
Received healthy response to inference request in 1.9590563774108887s
Received healthy response to inference request in 2.213228225708008s
Received healthy response to inference request in 2.002674102783203s
Received healthy response to inference request in 2.077319622039795s
Received healthy response to inference request in 1.9992096424102783s
Received healthy response to inference request in 2.07908034324646s
30 requests
0 failed requests
5th percentile: 1.9535516142845153
10th percentile: 1.9562864780426026
20th percentile: 1.984039068222046
30th percentile: 1.9986872911453246
40th percentile: 2.0063985347747804
50th percentile: 2.023289203643799
60th percentile: 2.064655303955078
70th percentile: 2.095880079269409
80th percentile: 2.130212116241455
90th percentile: 8.935756063461303
95th percentile: 9.212675082683562
99th percentile: 9.327075707912446
mean time: 2.982355237007141
Pipeline stage StressChecker completed in 92.50s
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 0.66s
Shutdown handler de-registered
chaiml-pony-d3-g46-o4-l_49714_v3 status is now deployed due to DeploymentManager action
chaiml-pony-d3-g46-o4-l_49714_v3 status is now inactive due to auto deactivation removed underperforming models
Shutdown handler de-registered
chaiml-pony-d3-g46-o4-l_49714_v3 status is now torndown due to DeploymentManager action
chaiml-pony-d3-g46-o4-l_75766_v3 status is now torndown due to DeploymentManager action