developer_uid: zonemercy
submission_id: chaiml-llama31-mer-v2-_44570_v45
model_name: rm
model_group: ChaiML/llama31-mer-v2-tr
status: inactive
timestamp: 2025-12-15T07:17:12+00:00
num_battles: 8444
num_wins: 4296
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: 2048
max_output_tokens: 1
reward_model: default
display_name: rm
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: 2025-12-14
win_ratio: 0.5087636191378494
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': 2048, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-llama31-mer-v2-44570-v45-mkmlizer
Waiting for job on chaiml-llama31-mer-v2-44570-v45-mkmlizer to finish
chaiml-llama31-mer-v2-44570-v45-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-llama31-mer-v2-44570-v45-mkmlizer: bash: no job control in this shell
chaiml-llama31-mer-v2-44570-v45-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-llama31-mer-v2-44570-v45-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║                                                                     ║
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chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║                                                                     ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║                                                                     ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  belonging to:                                                      ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║                                                                     ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ║                                                                     ║
chaiml-llama31-mer-v2-44570-v45-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-llama31-mer-v2-44570-v45-mkmlizer: Downloaded to shared memory in 42.783s
chaiml-llama31-mer-v2-44570-v45-mkmlizer: Checking if ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572 already exists in ChaiML
chaiml-llama31-mer-v2-44570-v45-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpi5hi8dgm, device:0
chaiml-llama31-mer-v2-44570-v45-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-llama31-mer-v2-44570-v45-mkmlizer: 
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chaiml-llama31-mer-v2-44570-v45-mkmlizer: quantized model in 18.441s
chaiml-llama31-mer-v2-44570-v45-mkmlizer: Processed model ChaiML/llama31-mer-v2-try1-new8m-filterv3-full-512seq-bestep-572 in 61.225s
chaiml-llama31-mer-v2-44570-v45-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama31-mer-v2-44570-v45-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama31-mer-v2-44570-v45-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia
chaiml-llama31-mer-v2-44570-v45-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia/config.json
chaiml-llama31-mer-v2-44570-v45-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia/special_tokens_map.json
chaiml-llama31-mer-v2-44570-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia/tokenizer_config.json
chaiml-llama31-mer-v2-44570-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia/tokenizer.json
chaiml-llama31-mer-v2-44570-v45-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama31-mer-v2-44570-v45/nvidia/flywheel_model.0.safetensors
Job chaiml-llama31-mer-v2-44570-v45-mkmlizer completed after 124.86s with status: succeeded
Stopping job with name chaiml-llama31-mer-v2-44570-v45-mkmlizer
Pipeline stage MKMLizer completed in 125.64s
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Creating inference service chaiml-llama31-mer-v2-44570-v45
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Inference service chaiml-llama31-mer-v2-44570-v45 ready after 150.90643453598022s
Pipeline stage MKMLDeployer completed in 151.37s
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Received healthy response to inference request in 3.066162347793579s
Received healthy response to inference request in 5.902532577514648s
Received healthy response to inference request in 2.0683441162109375s
Received healthy response to inference request in 3.657017469406128s
Received healthy response to inference request in 3.662510633468628s
5 requests
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10th percentile: 2.467471408843994
20th percentile: 2.866598701477051
30th percentile: 3.1843333721160887
40th percentile: 3.4206754207611083
50th percentile: 3.657017469406128
60th percentile: 3.659214735031128
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80th percentile: 4.110515022277832
90th percentile: 5.00652379989624
95th percentile: 5.454528188705444
99th percentile: 5.8129316997528075
mean time: 3.671313428878784
Pipeline stage StressChecker completed in 26.92s
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Shutdown handler de-registered
chaiml-llama31-mer-v2-_44570_v45 status is now deployed due to DeploymentManager action
chaiml-llama31-mer-v2-_44570_v45 status is now inactive due to auto deactivation removed underperforming models