developer_uid: zonemercy
submission_id: chaiml-pony-d3-g46-o4-l_49714_v2
model_name: chaiml-pony-d3-g46-o4-l_49714_v2
model_group: ChaiML/pony-d3-g46-o4-lr
status: torndown
timestamp: 2026-03-14T09:52:14+00:00
num_battles: 10667
num_wins: 5957
celo_rating: 1331.72
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_v2
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: 0.5584512983969251
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}", 'prompt_template': '', 'bot_template': '<|assistant|>\n{message}', 'user_template': '<|user|>\n{message}', '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-v2-uploader
Waiting for job on chaiml-pony-d3-g46-o4-l-49714-v2-uploader to finish
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Using quantization_mode: fp8
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Checking if ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8-FP8 already exists in ChaiML
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Downloading snapshot of ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8-FP8...
2026-03-11T07:46:34.494545+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:47:34.574071+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Downloaded in 123.392s
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Processed model ChaiML/pony-d3-g46-o4-lr5e6ep1r64b8 in 127.024s
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: creating bucket guanaco-vllm-models
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-pony-d3-g46-o4-l-49714-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/recipe.yaml
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/tokenizer_config.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/special_tokens_map.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/model.safetensors.index.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/tokenizer.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/chat_template.jinja
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/config.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/generation_config.json
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/.gitattributes
2026-03-11T07:48:34.658881+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/model-00072-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/model-00072-of-00072.safetensors
chaiml-pony-d3-g46-o4-l-49714-v2-uploader: cp /dev/shm/model_output/model-00071-of-00072.safetensors s3://guanaco-vllm-models/chaiml-pony-d3-g46-o4-l-49714-v2/default/model-00071-of-00072.safetensors
2026-03-11T07:49:34.744025+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
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Job chaiml-pony-d3-g46-o4-l-49714-v2-uploader completed after 277.24s with status: succeeded
Stopping job with name chaiml-pony-d3-g46-o4-l-49714-v2-uploader
Pipeline stage VLLMUploader completed in 277.69s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.35s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-pony-d3-g46-o4-l-49714-v2
Waiting for inference service chaiml-pony-d3-g46-o4-l-49714-v2 to be ready
2026-03-11T07:50:34.824641+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:51:34.920564+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:52:35.015295+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:53:35.240035+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:54:35.352595+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
2026-03-11T07:55:35.444330+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
Inference service chaiml-pony-d3-g46-o4-l-49714-v2 ready after 361.2433087825775s
Pipeline stage VLLMDeployer completed in 361.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.515815734863281s
Received healthy response to inference request in 9.07464861869812s
2026-03-11T07:56:35.537529+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
Received healthy response to inference request in 1.9706292152404785s
Received healthy response to inference request in 8.995892524719238s
Received healthy response to inference request in 1.9226670265197754s
Received healthy response to inference request in 2.0327019691467285s
Received healthy response to inference request in 9.117045402526855s
Received healthy response to inference request in 1.9492006301879883s
Received healthy response to inference request in 1.9066798686981201s
Received healthy response to inference request in 1.9528088569641113s
Received healthy response to inference request in 1.9701275825500488s
Received healthy response to inference request in 1.9947705268859863s
Received healthy response to inference request in 1.9614088535308838s
Received healthy response to inference request in 1.9514572620391846s
Received healthy response to inference request in 1.954575777053833s
Received healthy response to inference request in 1.9388773441314697s
Received healthy response to inference request in 1.9900145530700684s
Received healthy response to inference request in 2.0505847930908203s
Received healthy response to inference request in 2.0382699966430664s
Received healthy response to inference request in 2.252925395965576s
Received healthy response to inference request in 2.0111334323883057s
Received healthy response to inference request in 1.9379606246948242s
Received healthy response to inference request in 2.083225727081299s
Received healthy response to inference request in 2.097121238708496s
2026-03-11T07:57:35.633283+00:00 monitor updated for chaiml-pony-d3-g46-o4-l_49714_v2
Received healthy response to inference request in 1.9442756175994873s
Received healthy response to inference request in 1.9004409313201904s
Received healthy response to inference request in 2.0845425128936768s
Received healthy response to inference request in 2.0960211753845215s
Received healthy response to inference request in 1.9979503154754639s
Received healthy response to inference request in 2.059638023376465s
30 requests
0 failed requests
5th percentile: 1.913874089717865
10th percentile: 1.9364312648773194
20th percentile: 1.948215627670288
30th percentile: 1.9540457010269165
40th percentile: 1.9704285621643067
50th percentile: 1.996360421180725
60th percentile: 2.0349291801452636
70th percentile: 2.066714334487915
80th percentile: 2.0962411880493166
90th percentile: 9.003768134117127
95th percentile: 9.097966849803925
99th percentile: 9.400172338485719
mean time: 2.958447051048279
Pipeline stage StressChecker completed in 91.66s
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 0.67s
Shutdown handler de-registered
chaiml-pony-d3-g46-o4-l_49714_v2 status is now deployed due to DeploymentManager action
chaiml-pony-d3-g46-o4-l_49714_v2 status is now inactive due to auto deactivation removed underperforming models
Shutdown handler de-registered
chaiml-pony-d3-g46-o4-l_49714_v2 status is now torndown due to DeploymentManager action