developer_uid: bogoconic1
submission_id: chaiml-gy-exp185-rpo-ex_58396_v1
model_name: chaiml-gy-exp185-rpo-ex_58396_v1
model_group: ChaiML/gy-exp185-rpo-exp
status: torndown
timestamp: 2025-07-18T13:28:37+00:00
num_battles: 6672
num_wins: 3427
celo_rating: 1294.71
family_friendly_score: 0.5454
family_friendly_standard_error: 0.007041858277471934
submission_type: basic
model_repo: ChaiML/gy-exp185-rpo-exp183ep2s2-top20krmdiff-lex-gt0.1-ep2
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.517875429503874, 'latency_mean': 1.9308554482460023, 'latency_p50': 1.9430410861968994, 'latency_p90': 2.1438707590103148}, {'batch_size': 3, 'throughput': 1.0558860535722159, 'latency_mean': 2.8358082020282747, 'latency_p50': 2.8245503902435303, 'latency_p90': 3.1422921895980833}, {'batch_size': 5, 'throughput': 1.3341072354487684, 'latency_mean': 3.720481767654419, 'latency_p50': 3.736531972885132, 'latency_p90': 4.138561201095581}, {'batch_size': 6, 'throughput': 1.4360488475403144, 'latency_mean': 4.146604449748993, 'latency_p50': 4.17753803730011, 'latency_p90': 4.633352613449096}, {'batch_size': 8, 'throughput': 1.573055103582418, 'latency_mean': 5.040974932909012, 'latency_p50': 5.003485083580017, 'latency_p90': 5.606699395179748}, {'batch_size': 10, 'throughput': 1.6421461137488231, 'latency_mean': 6.039138725996017, 'latency_p50': 6.125173568725586, 'latency_p90': 6.760868215560913}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-gy-exp185-rpo-ex_58396_v1
is_internal_developer: False
language_model: ChaiML/gy-exp185-rpo-exp183ep2s2-top20krmdiff-lex-gt0.1-ep2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-18
win_ratio: 0.5136390887290168
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-gy-exp185-rpo-ex-58396-v1-mkmlizer
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chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║                                                                     ║
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chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-bat-boys-azeril-_87348_v1: ('http://chaiml-bat-boys-azeril-87348-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: Downloaded to shared memory in 69.934s
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: Checking if ChaiML/gy-exp185-rpo-exp183ep2s2-top20krmdiff-lex-gt0.1-ep2 already exists in ChaiML
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt_4ryilu, device:0
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: quantized model in 47.608s
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: Processed model ChaiML/gy-exp185-rpo-exp183ep2s2-top20krmdiff-lex-gt0.1-ep2 in 117.543s
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/special_tokens_map.json
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/config.json
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/tokenizer_config.json
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/tokenizer.json
Failed to get response for submission chaiml-bat-boys-azeril-_87348_v1: ('http://chaiml-bat-boys-azeril-87348-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp185-rpo-ex-58396-v1/nvidia/flywheel_model.0.safetensors
chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer: 
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Job chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer completed after 188.86s with status: succeeded
Stopping job with name chaiml-gy-exp185-rpo-ex-58396-v1-mkmlizer
Pipeline stage MKMLizer completed in 189.37s
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Creating inference service chaiml-gy-exp185-rpo-ex-58396-v1
Waiting for inference service chaiml-gy-exp185-rpo-ex-58396-v1 to be ready
Inference service chaiml-gy-exp185-rpo-ex-58396-v1 ready after 331.88854241371155s
Pipeline stage MKMLDeployer completed in 332.45s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4400126934051514s
Received healthy response to inference request in 2.0470333099365234s
Received healthy response to inference request in 2.3490874767303467s
Received healthy response to inference request in 2.187554359436035s
Received healthy response to inference request in 2.2311670780181885s
5 requests
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5th percentile: 2.0751375198364257
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mean time: 2.250970983505249
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.76s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4720.85s
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chaiml-gy-exp185-rpo-ex_58396_v1 status is now inactive due to auto deactivation removed underperforming models
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chaiml-gy-exp185-rpo-ex_58396_v1 status is now torndown due to DeploymentManager action