developer_uid: chai_backend_admin
submission_id: chaiml-llama31-mer-v2-_44570_v69
model_name: chaiml-llama31-mer-v2-_44570_v69
model_group: ChaiML/llama31-mer-v2-tr
status: torndown
timestamp: 2026-02-15T01:41:46+00:00
num_battles: 11684
num_wins: 5897
celo_rating: 1301.95
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 1
max_input_tokens: 512
max_output_tokens: 1
reward_model: default
display_name: chaiml-llama31-mer-v2-_44570_v69
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572
model_size: 8B
ranking_group: single
us_pacific_date: 2026-02-11
win_ratio: 0.5047072920232797
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 1, 'max_output_tokens': 1}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', '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-llama31-mer-v2-44570-v69-uploader
Waiting for job on chaiml-llama31-mer-v2-44570-v69-uploader to finish
chaiml-llama31-mer-v2-44570-v69-uploader: Using quantization_mode: none
chaiml-llama31-mer-v2-44570-v69-uploader: Downloading snapshot of ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572...
chaiml-llama31-mer-v2-44570-v69-uploader: Downloaded in 7.989s
chaiml-llama31-mer-v2-44570-v69-uploader: Processed model ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572 in 13.707s
chaiml-llama31-mer-v2-44570-v69-uploader: creating bucket guanaco-vllm-models
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v69-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-llama31-mer-v2-44570-v69-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v69-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v69-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v69-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v69-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-llama31-mer-v2-44570-v69-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-llama31-mer-v2-44570-v69-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-llama31-mer-v2-44570-v69-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-llama31-mer-v2-44570-v69-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-llama31-mer-v2-44570-v69-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/.gitattributes
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/README.md
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/special_tokens_map.json
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/model.safetensors.index.json
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/config.json
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/tokenizer_config.json
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/model-00004-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/model-00004-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/model-00001-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/model-00001-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/model-00003-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/model-00003-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v69-uploader: cp /dev/shm/model_output/model-00002-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v69/default/model-00002-of-00004.safetensors
Job chaiml-llama31-mer-v2-44570-v69-uploader completed after 87.13s with status: succeeded
Stopping job with name chaiml-llama31-mer-v2-44570-v69-uploader
Pipeline stage VLLMUploader completed in 88.30s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.27s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-llama31-mer-v2-44570-v69
Waiting for inference service chaiml-llama31-mer-v2-44570-v69 to be ready
Inference service chaiml-llama31-mer-v2-44570-v69 ready after 152.47816348075867s
Pipeline stage VLLMDeployer completed in 154.62s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.478367567062378s
Received healthy response to inference request in 4.918798208236694s
Received healthy response to inference request in 2.250786304473877s
Received healthy response to inference request in 3.477233409881592s
Received healthy response to inference request in 4.31400203704834s
5 requests
0 failed requests
5th percentile: 2.49607572555542
10th percentile: 2.741365146636963
20th percentile: 3.2319439888000487
30th percentile: 3.477460241317749
40th percentile: 3.4779139041900633
50th percentile: 3.478367567062378
60th percentile: 3.8126213550567627
70th percentile: 4.1468751430511475
80th percentile: 4.434961271286011
90th percentile: 4.676879739761352
95th percentile: 4.797838973999023
99th percentile: 4.89460636138916
mean time: 3.687837505340576
Pipeline stage StressChecker completed in 20.52s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.29s
Shutdown handler de-registered
chaiml-llama31-mer-v2-_44570_v69 status is now deployed due to DeploymentManager action
chaiml-llama31-mer-v2-_44570_v69 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama31-mer-v2-_44570_v69 status is now torndown due to DeploymentManager action