chaiml-pony-d2-g46-o4-l_42687

developer_uid: zonemercy
submission_id: chaiml-pony-d2-g46-o4-l_42687_v3
model_name: chaiml-pony-d2-g46-o4-l_42687_v3
model_group: ChaiML/pony-d2-g46-o4-lr
status: torndown
timestamp: 2026-03-08T07:54:08+00:00
num_battles: 11190
num_wins: 6451
celo_rating: 1348.81
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/pony-d2-g46-o4-lr5e6ep2r64b8
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-d2-g46-o4-l_42687_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/pony-d2-g46-o4-lr5e6ep2r64b8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-04
win_ratio: 0.5764968722073279
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-d2-g46-o4-l-42687-v3-uploader
Waiting for job on chaiml-pony-d2-g46-o4-l-42687-v3-uploader to finish
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Using quantization_mode: fp8
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Checking if ChaiML/pony-d2-g46-o4-lr5e6ep2r64b8-FP8 already exists in ChaiML
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Downloading snapshot of ChaiML/pony-d2-g46-o4-lr5e6ep2r64b8-FP8...
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Downloaded in 107.527s
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Processed model ChaiML/pony-d2-g46-o4-lr5e6ep2r64b8 in 111.131s
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: creating bucket guanaco-vllm-models
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-pony-d2-g46-o4-l-42687-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-pony-d2-g46-o4-l-42687-v3/default
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-pony-d2-g46-o4-l-42687-v3/default/tokenizer.json
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chaiml-pony-d2-g46-o4-l-42687-v3-uploader: cp /dev/shm/model_output/model-00029-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d2-g46-o4-l-42687-v3/default/model-00029-of-00072.safetensors
chaiml-pony-d2-g46-o4-l-42687-v3-uploader: cp /dev/shm/model_output/model-00064-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d2-g46-o4-l-42687-v3/default/model-00064-of-00072.safetensors
Job chaiml-pony-d2-g46-o4-l-42687-v3-uploader completed after 256.94s with status: succeeded
Stopping job with name chaiml-pony-d2-g46-o4-l-42687-v3-uploader
Pipeline stage VLLMUploader completed in 257.41s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.06s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-pony-d2-g46-o4-l-42687-v3
Waiting for inference service chaiml-pony-d2-g46-o4-l-42687-v3 to be ready
Inference service chaiml-pony-d2-g46-o4-l-42687-v3 ready after 621.0034935474396s
Pipeline stage VLLMDeployer completed in 627.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.205160140991211s
Received healthy response to inference request in 3.1773300170898438s
Received healthy response to inference request in 2.240278959274292s
Received healthy response to inference request in 2.092440366744995s
Received healthy response to inference request in 2.2578351497650146s
Received healthy response to inference request in 2.3555855751037598s
Received healthy response to inference request in 2.0625123977661133s
Received healthy response to inference request in 2.645467758178711s
Received healthy response to inference request in 2.209831476211548s
Received healthy response to inference request in 2.358513832092285s
Received healthy response to inference request in 2.302335739135742s
Received healthy response to inference request in 2.504777431488037s
Received healthy response to inference request in 2.360074758529663s
Received healthy response to inference request in 2.475480318069458s
Received healthy response to inference request in 2.0368547439575195s
Received healthy response to inference request in 2.1350271701812744s
Received healthy response to inference request in 2.406625986099243s
Received healthy response to inference request in 2.099020004272461s
Received healthy response to inference request in 2.618718147277832s
Received healthy response to inference request in 2.042902708053589s
Received healthy response to inference request in 2.459754467010498s
Received healthy response to inference request in 2.228663682937622s
Received healthy response to inference request in 2.149210214614868s
Received healthy response to inference request in 2.1999940872192383s
Received healthy response to inference request in 2.0280494689941406s
Received healthy response to inference request in 2.407672166824341s
Received healthy response to inference request in 2.3391432762145996s
Received healthy response to inference request in 2.1138672828674316s
Received healthy response to inference request in 2.1557860374450684s
Received healthy response to inference request in 2.43837308883667s
30 requests
0 failed requests
5th percentile: 2.039576327800751
10th percentile: 2.0605514287948608
20th percentile: 2.1108978271484373
30th percentile: 2.153813290596008
40th percentile: 2.2079629421234133
50th percentile: 2.2490570545196533
60th percentile: 2.3457201957702636
70th percentile: 2.374040126800537
80th percentile: 2.4426493644714355
90th percentile: 2.516171503067017
95th percentile: 2.633430433273315
99th percentile: 3.0230899620056157
mean time: 2.3035762151082357
Pipeline stage StressChecker completed in 76.25s
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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 0.72s
Shutdown handler de-registered
chaiml-pony-d2-g46-o4-l_42687_v3 status is now deployed due to DeploymentManager action
chaiml-pony-d2-g46-o4-l_42687_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-pony-d2-g46-o4-l_42687_v3 status is now torndown due to DeploymentManager action