developer_uid: zonemercy
submission_id: chaiml-mega-v2-top2-g47_13273_v6
model_name: chaiml-mega-v2-top2-g47_13273_v6
model_group: ChaiML/mega-v2-top2-g47-
status: torndown
timestamp: 2026-04-10T11:42:36+00:00
num_battles: 10067
num_wins: 5113
celo_rating: 1308.2
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mega-v2-top2-g47-lr1e5ep2r64b32
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-mega-v2-top2-g47_13273_v6
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mega-v2-top2-g47-lr1e5ep2r64b32
model_size: 24B
ranking_group: single
us_pacific_date: 2026-04-07
win_ratio: 0.5078970895003476
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': ['<|im_end|>', '####', '<|assistant|>', '</s>', '<|user|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}\n<|user|>", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '<|assistant|></think>{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-top2-g47-13273-v6-uploader
Waiting for job on chaiml-mega-v2-top2-g47-13273-v6-uploader to finish
Retrying (%r) after connection broken by '%r': %s
chaiml-mega-v2-top2-g47-13273-v6-uploader: Using quantization_mode: w4a16
chaiml-mega-v2-top2-g47-13273-v6-uploader: Checking if ChaiML/mega-v2-top2-g47-lr1e5ep2r64b32-W4A16 already exists in ChaiML
chaiml-mega-v2-top2-g47-13273-v6-uploader: Model already exists. Downloading to /tmp/model_output...
chaiml-mega-v2-top2-g47-13273-v6-uploader: Downloading snapshot of ChaiML/mega-v2-top2-g47-lr1e5ep2r64b32-W4A16...
2026-04-07T03:05:12.368002+00:00 monitor updated for chaiml-mega-v2-top2-g47_13273_v6
chaiml-mega-v2-top2-g47-13273-v6-uploader: Downloaded in 66.035s
chaiml-mega-v2-top2-g47-13273-v6-uploader: Processed model ChaiML/mega-v2-top2-g47-lr1e5ep2r64b32 in 68.864s
chaiml-mega-v2-top2-g47-13273-v6-uploader: creating bucket guanaco-vllm-models
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-mega-v2-top2-g47-13273-v6-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-mega-v2-top2-g47-13273-v6-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-mega-v2-top2-g47-13273-v6-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-mega-v2-top2-g47-13273-v6-uploader: uploading /tmp/model_output to s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default
2026-04-07T03:06:12.458557+00:00 monitor updated for chaiml-mega-v2-top2-g47_13273_v6
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/chat_template.jinja
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/generation_config.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/config.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/config.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/.gitattributes
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/tokenizer_config.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/quantization_config.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/model.safetensors.index.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/tokenizer.json
chaiml-mega-v2-top2-g47-13273-v6-uploader: cp /tmp/model_output/model-00038-of-00038.safetensors s3://guanaco-vllm-models/chaiml-mega-v2-top2-g47-13273-v6/default/model-00038-of-00038.safetensors
2026-04-07T03:07:12.550001+00:00 monitor updated for chaiml-mega-v2-top2-g47_13273_v6
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Job chaiml-mega-v2-top2-g47-13273-v6-uploader completed after 205.86s with status: succeeded
Stopping job with name chaiml-mega-v2-top2-g47-13273-v6-uploader
Pipeline stage VLLMUploader completed in 206.38s
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Creating inference service chaiml-mega-v2-top2-g47-13273-v6
Waiting for inference service chaiml-mega-v2-top2-g47-13273-v6 to be ready
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Inference service chaiml-mega-v2-top2-g47-13273-v6 ready after 1324.0996375083923s
Pipeline stage VLLMDeployer completed in 1324.69s
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Received healthy response to inference request in 2.17348051071167s
Received healthy response to inference request in 2.2805535793304443s
Received healthy response to inference request in 2.185781240463257s
Received healthy response to inference request in 2.102872848510742s
Received healthy response to inference request in 2.214886426925659s
Received healthy response to inference request in 2.1260986328125s
Received healthy response to inference request in 2.202756881713867s
Received healthy response to inference request in 2.12912917137146s
Received healthy response to inference request in 2.0926718711853027s
Received healthy response to inference request in 2.143261671066284s
Received healthy response to inference request in 2.098761558532715s
Received healthy response to inference request in 2.3850295543670654s
Received healthy response to inference request in 2.2437009811401367s
Received healthy response to inference request in 2.224682569503784s
Received healthy response to inference request in 2.128560781478882s
Received healthy response to inference request in 2.077176570892334s
30 requests
0 failed requests
5th percentile: 2.0900019288063048
10th percentile: 2.098152589797974
20th percentile: 2.1141026973724366
30th percentile: 2.125855588912964
40th percentile: 2.137541580200195
50th percentile: 2.1715774536132812
60th percentile: 2.192571496963501
70th percentile: 2.2232891798019407
80th percentile: 2.2934755325317386
90th percentile: 2.4268596887588503
95th percentile: 2.8226960778236374
99th percentile: 7.33276998519898
mean time: 2.450416890780131
Pipeline stage StressChecker completed in 76.89s
Shutdown handler de-registered
chaiml-mega-v2-top2-g47_13273_v6 status is now deployed due to DeploymentManager action
chaiml-mega-v2-top2-g47_13273_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mega-v2-top2-g47_13273_v6 status is now torndown due to DeploymentManager action