developer_uid: chai_backend_admin
submission_id: chaiml-llama31-mer-v2-_44570_v83
model_name: chaiml-llama31-mer-v2-_44570_v83
model_group: ChaiML/llama31-mer-v2-tr
status: torndown
timestamp: 2026-02-17T15:41:15+00:00
num_battles: 11428
num_wins: 5824
celo_rating: 1305.44
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_v83
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: 2026-02-16
win_ratio: 0.5096254812740637
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-v83-uploader
Waiting for job on chaiml-llama31-mer-v2-44570-v83-uploader to finish
chaiml-llama31-mer-v2-44570-v83-uploader: Using quantization_mode: none
chaiml-llama31-mer-v2-44570-v83-uploader: Downloading snapshot of ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572...
chaiml-llama31-mer-v2-44570-v83-uploader: Downloaded in 6.906s
chaiml-llama31-mer-v2-44570-v83-uploader: Processed model ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572 in 12.634s
chaiml-llama31-mer-v2-44570-v83-uploader: creating bucket guanaco-vllm-models
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v83-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-llama31-mer-v2-44570-v83-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v83-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v83-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v83-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v83-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-llama31-mer-v2-44570-v83-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-llama31-mer-v2-44570-v83-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-llama31-mer-v2-44570-v83-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-llama31-mer-v2-44570-v83-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-llama31-mer-v2-44570-v83-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/special_tokens_map.json
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/.gitattributes
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/tokenizer_config.json
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/model.safetensors.index.json
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/config.json
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/README.md
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/tokenizer.json
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/model-00004-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/model-00004-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/model-00003-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/model-00003-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/model-00001-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/model-00001-of-00004.safetensors
chaiml-llama31-mer-v2-44570-v83-uploader: cp /dev/shm/model_output/model-00002-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v83/default/model-00002-of-00004.safetensors
Job chaiml-llama31-mer-v2-44570-v83-uploader completed after 34.78s with status: succeeded
Stopping job with name chaiml-llama31-mer-v2-44570-v83-uploader
Pipeline stage VLLMUploader completed in 36.10s
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-v83
Waiting for inference service chaiml-llama31-mer-v2-44570-v83 to be ready
Inference service chaiml-llama31-mer-v2-44570-v83 ready after 233.71240186691284s
Pipeline stage VLLMDeployer completed in 234.96s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.322373628616333s
Received healthy response to inference request in 3.2893471717834473s
Received healthy response to inference request in 4.659665107727051s
Received healthy response to inference request in 4.105111837387085s
Received healthy response to inference request in 4.231213808059692s
5 requests
0 failed requests
5th percentile: 3.2959524631500243
10th percentile: 3.3025577545166014
20th percentile: 3.315768337249756
30th percentile: 3.4789212703704835
40th percentile: 3.792016553878784
50th percentile: 4.105111837387085
60th percentile: 4.155552625656128
70th percentile: 4.205993413925171
80th percentile: 4.316904067993164
90th percentile: 4.488284587860107
95th percentile: 4.573974847793579
99th percentile: 4.642527055740357
mean time: 3.9215423107147216
Pipeline stage StressChecker completed in 22.04s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.24s
Shutdown handler de-registered
chaiml-llama31-mer-v2-_44570_v83 status is now deployed due to DeploymentManager action
chaiml-llama31-mer-v2-_44570_v83 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama31-mer-v2-_44570_v83 status is now torndown due to DeploymentManager action