developer_uid: chai_backend_admin
submission_id: chaiml-llama31-mer-v2-_44570_v90
model_name: chaiml-llama31-mer-v2-_44570_v90
model_group: ChaiML/llama31-mer-v2-tr
status: inactive
timestamp: 2026-03-06T02:17:36+00:00
num_battles: 14240
num_wins: 7315
celo_rating: 1305.57
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: 8
max_input_tokens: 512
max_output_tokens: 1
reward_model: default
display_name: chaiml-llama31-mer-v2-_44570_v90
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: 2026-03-05
win_ratio: 0.5136938202247191
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': 8, '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-v90-uploader
Waiting for job on chaiml-llama31-mer-v2-44570-v90-uploader to finish
chaiml-llama31-mer-v2-44570-v90-uploader: Using quantization_mode: none
chaiml-llama31-mer-v2-44570-v90-uploader: Downloading snapshot of ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572...
chaiml-llama31-mer-v2-44570-v90-uploader: Downloaded in 7.047s
chaiml-llama31-mer-v2-44570-v90-uploader: Processed model ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572 in 12.774s
chaiml-llama31-mer-v2-44570-v90-uploader: creating bucket guanaco-vllm-models
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v90-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-llama31-mer-v2-44570-v90-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v90-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v90-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v90-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-llama31-mer-v2-44570-v90-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-llama31-mer-v2-44570-v90-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-llama31-mer-v2-44570-v90-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-llama31-mer-v2-44570-v90-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-llama31-mer-v2-44570-v90-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-llama31-mer-v2-44570-v90-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/config.json
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/tokenizer_config.json
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/special_tokens_map.json
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/README.md
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/.gitattributes
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/model.safetensors.index.json
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/tokenizer.json
chaiml-llama31-mer-v2-44570-v90-uploader: cp /dev/shm/model_output/model-00004-of-00004.safetensors s3://guanaco-vllm-models/chaiml-llama31-mer-v2-44570-v90/default/model-00004-of-00004.safetensors
Job chaiml-llama31-mer-v2-44570-v90-uploader completed after 43.81s with status: succeeded
Stopping job with name chaiml-llama31-mer-v2-44570-v90-uploader
Pipeline stage VLLMUploader completed in 49.57s
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Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.46s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-llama31-mer-v2-44570-v90
Waiting for inference service chaiml-llama31-mer-v2-44570-v90 to be ready
Inference service chaiml-llama31-mer-v2-44570-v90 ready after 161.28821873664856s
Pipeline stage VLLMDeployer completed in 163.96s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 6.434394836425781s
Received healthy response to inference request in 2.861562490463257s
Received healthy response to inference request in 3.8416664600372314s
Received healthy response to inference request in 4.485587120056152s
5 requests
1 failed requests
5th percentile: 3.057583284378052
10th percentile: 3.2536040782928466
20th percentile: 3.6456456661224363
30th percentile: 3.970450592041016
40th percentile: 4.228018856048584
50th percentile: 4.485587120056152
60th percentile: 5.265110206604004
70th percentile: 6.044633293151855
80th percentile: 9.400554323196413
90th percentile: 15.332873296737672
95th percentile: 18.2990327835083
99th percentile: 20.671960372924804
mean time: 7.7776806354522705
%s, retrying in %s seconds...
Received healthy response to inference request in 2.4386167526245117s
Received healthy response to inference request in 5.5025315284729s
Received healthy response to inference request in 5.418240308761597s
Received healthy response to inference request in 4.943160057067871s
Received healthy response to inference request in 2.745831251144409s
5 requests
0 failed requests
5th percentile: 2.500059652328491
10th percentile: 2.561502552032471
20th percentile: 2.68438835144043
30th percentile: 3.1852970123291016
40th percentile: 4.064228534698486
50th percentile: 4.943160057067871
60th percentile: 5.133192157745361
70th percentile: 5.323224258422852
80th percentile: 5.435098552703858
90th percentile: 5.468815040588379
95th percentile: 5.485673284530639
99th percentile: 5.4991598796844485
mean time: 4.209675979614258
Pipeline stage StressChecker completed in 81.48s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.99s
Shutdown handler de-registered
chaiml-llama31-mer-v2-_44570_v90 status is now deployed due to DeploymentManager action
chaiml-llama31-mer-v2-_44570_v90 status is now inactive due to auto deactivation removed underperforming models