developer_uid: zonemercy
submission_id: chaiml-mega-v2-plc-31b-_51606_v1
model_name: chaiml-mega-v2-plc-31b-_51606_v1
model_group: ChaiML/mega-v2-plc-31b-l
status: inactive
timestamp: 2026-04-14T17:48:53+00:00
num_battles: 10524
num_wins: 5510
celo_rating: 0.0
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mega-v2-plc-31b-lr1e5ep2g8
model_architecture: Gemma4ForConditionalGeneration
model_num_parameters: 28830461184.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-mega-v2-plc-31b-_51606_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mega-v2-plc-31b-lr1e5ep2g8
model_size: 29B
ranking_group: single
us_pacific_date: 2026-04-14
win_ratio: 0.5235651843405549
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '<|turn>', '<|im_start|>', '###', 'You:', '<turn|>', '<|redacted_im_end|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "<bos><|turn>system\n{bot_name}'s persona: {memory} <turn|>\n", 'prompt_template': '', 'bot_template': '<|turn>model\n{bot_name}: {message}<turn|>\n', 'user_template': '<|turn>user\n{message}<turn|>\n', 'response_template': '<|turn>model\n<|channel>thought\n<channel|>{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-mega-v2-plc-31b-51606-v1-uploader
Waiting for job on chaiml-mega-v2-plc-31b-51606-v1-uploader to finish
chaiml-mega-v2-plc-31b-51606-v1-uploader: Using quantization_mode: none
chaiml-mega-v2-plc-31b-51606-v1-uploader: Downloading snapshot of ChaiML/mega-v2-plc-31b-lr1e5ep2g8...
chaiml-mega-v2-plc-31b-51606-v1-uploader: Downloaded in 30.133s
chaiml-mega-v2-plc-31b-51606-v1-uploader: Processed model ChaiML/mega-v2-plc-31b-lr1e5ep2g8 in 36.149s
chaiml-mega-v2-plc-31b-51606-v1-uploader: creating bucket guanaco-vllm-models
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-mega-v2-plc-31b-51606-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-mega-v2-plc-31b-51606-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-mega-v2-plc-31b-51606-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-mega-v2-plc-31b-51606-v1-uploader: uploading /tmp/model_output to s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/generation_config.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/processor_config.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/processor_config.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/chat_template.jinja
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/tokenizer_config.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/config.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/config.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/args.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/args.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model.safetensors.index.json
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/.gitattributes
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/tokenizer.json
2026-04-14T15:09:27.407802+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00013-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00013-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00010-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00010-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00007-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00007-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00005-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00005-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00008-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00008-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00006-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00006-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00004-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00004-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00003-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00003-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00011-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00011-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00009-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00009-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00001-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00001-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00012-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00012-of-00013.safetensors
chaiml-mega-v2-plc-31b-51606-v1-uploader: cp /tmp/model_output/model-00002-of-00013.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-plc-31b-51606-v1/default/model-00002-of-00013.safetensors
Job chaiml-mega-v2-plc-31b-51606-v1-uploader completed after 63.01s with status: succeeded
Stopping job with name chaiml-mega-v2-plc-31b-51606-v1-uploader
Pipeline stage VLLMUploader completed in 63.50s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.10s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 5.03s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-mega-v2-plc-31b-51606-v1
Waiting for inference service chaiml-mega-v2-plc-31b-51606-v1 to be ready
2026-04-14T15:10:27.507231+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
2026-04-14T15:11:27.600636+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
2026-04-14T15:12:27.699164+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
Inference service chaiml-mega-v2-plc-31b-51606-v1 ready after 220.58607840538025s
Pipeline stage VLLMDeployer completed in 221.02s
run pipeline stage %s
Running pipeline stage StressChecker
2026-04-14T15:13:27.818170+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
Received healthy response to inference request in 10.886589527130127s
Received healthy response to inference request in 10.563724756240845s
Received healthy response to inference request in 2.355348587036133s
Received healthy response to inference request in 2.2579095363616943s
Received healthy response to inference request in 2.5198352336883545s
Received healthy response to inference request in 10.339534759521484s
Received healthy response to inference request in 10.892802238464355s
Received healthy response to inference request in 10.685980796813965s
Received healthy response to inference request in 2.538290500640869s
Received healthy response to inference request in 2.269314765930176s
Received healthy response to inference request in 2.2533106803894043s
2026-04-14T15:14:27.921053+00:00 monitor updated for chaiml-mega-v2-plc-31b-_51606_v1
Received healthy response to inference request in 2.3099687099456787s
Received healthy response to inference request in 2.4183828830718994s
Received healthy response to inference request in 2.587394952774048s
Received healthy response to inference request in 2.4168269634246826s
Received healthy response to inference request in 2.604252338409424s
Received healthy response to inference request in 3.1346752643585205s
Received healthy response to inference request in 2.2942440509796143s
Received healthy response to inference request in 2.2999184131622314s
Received healthy response to inference request in 2.273836374282837s
Received healthy response to inference request in 2.398843288421631s
Received healthy response to inference request in 2.5334479808807373s
Received healthy response to inference request in 2.3130288124084473s
Received healthy response to inference request in 2.6313059329986572s
Received healthy response to inference request in 2.4039828777313232s
Received healthy response to inference request in 2.334223985671997s
Received healthy response to inference request in 2.4499776363372803s
Received healthy response to inference request in 2.7325501441955566s
Received healthy response to inference request in 2.3155691623687744s
Received healthy response to inference request in 2.4723010063171387s
30 requests
0 failed requests
5th percentile: 2.263041889667511
10th percentile: 2.273384213447571
20th percentile: 2.307958650588989
30th percentile: 2.3286275386810305
40th percentile: 2.401927042007446
50th percentile: 2.43418025970459
60th percentile: 2.5252803325653077
70th percentile: 2.5924521684646606
80th percentile: 2.8129751682281507
90th percentile: 10.575950360298156
95th percentile: 10.796315598487853
99th percentile: 10.89100055217743
mean time: 3.816245738665263
Pipeline stage StressChecker completed in 117.70s
Shutdown handler de-registered
chaiml-mega-v2-plc-31b-_51606_v1 status is now deployed due to DeploymentManager action
chaiml-mega-v2-plc-31b-_51606_v1 status is now inactive due to auto deactivation removed underperforming models