chaiml-qwen-dpo-exp1-da_53786

developer_uid: NischayDnk

submission_id: chaiml-qwen-dpo-exp1-da_53786_v4

model_name: chaiml-qwen-dpo-exp1-da_53786_v4

model_group: ChaiML/qwen-dpo-exp1-dat

status: torndown

timestamp: 2025-04-14T17:32:35+00:00

num_battles: 6785

num_wins: 3461

celo_rating: 1291.83

family_friendly_score: 0.5566

family_friendly_standard_error: 0.007025616556573523

submission_type: basic

model_repo: ChaiML/qwen-dpo-exp1-datav1noffsftfull

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2771584138002738, 'latency_mean': 3.6079518675804136, 'latency_p50': 3.6178643703460693, 'latency_p90': 4.012407326698304}, {'batch_size': 2, 'throughput': 0.4544110776810392, 'latency_mean': 4.397809205055236, 'latency_p50': 4.407438397407532, 'latency_p90': 4.893822240829468}, {'batch_size': 3, 'throughput': 0.5958662530223521, 'latency_mean': 5.013467469215393, 'latency_p50': 5.0211403369903564, 'latency_p90': 5.48575656414032}, {'batch_size': 5, 'throughput': 0.790682160737079, 'latency_mean': 6.286132301092148, 'latency_p50': 6.296321392059326, 'latency_p90': 6.996623611450195}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen-dpo-exp1-da_53786_v4

is_internal_developer: False

language_model: ChaiML/qwen-dpo-exp1-datav1noffsftfull

model_size: 33B

ranking_group: single

throughput_3p7s: 0.3

us_pacific_date: 2025-04-14

win_ratio: 0.5100957995578482

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 5, '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': False}

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 MKMLizer
Starting job with name chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer
Waiting for job on chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer to finish
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║       /___/                                                         ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: Downloaded to shared memory in 91.451s
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6izxkufh, device:0
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: Invalid JSON input: JSON must contain 'User Safety' and 'Response Safety' fields
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: quantized model in 64.116s
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: Processed model ChaiML/qwen-dpo-exp1-datav1noffsftfull in 155.568s
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/config.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/added_tokens.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/special_tokens_map.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/tokenizer_config.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/merges.txt
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/vocab.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/tokenizer.json
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/flywheel_model.2.safetensors
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/flywheel_model.1.safetensors
chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v4/flywheel_model.0.safetensors
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Job chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer completed after 187.67s with status: succeeded
Stopping job with name chaiml-qwen-dpo-exp1-da-53786-v4-mkmlizer
Pipeline stage MKMLizer completed in 188.13s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen-dpo-exp1-da-53786-v4
Waiting for inference service chaiml-qwen-dpo-exp1-da-53786-v4 to be ready
Inference service chaiml-qwen-dpo-exp1-da-53786-v4 ready after 120.42517566680908s
Pipeline stage MKMLDeployer completed in 120.91s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.04881477355957s
Received healthy response to inference request in 3.6422648429870605s
Received healthy response to inference request in 3.478243350982666s
Received healthy response to inference request in 3.755660057067871s
Received healthy response to inference request in 3.6961288452148438s
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90th percentile: 3.9315528869628906
95th percentile: 3.9901838302612305
99th percentile: 4.0370885848999025
mean time: 3.7242223739624025
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Received healthy response to inference request in 3.707852602005005s
Received healthy response to inference request in 3.2834858894348145s
Received healthy response to inference request in 3.43929123878479s
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5th percentile: 3.308844518661499
10th percentile: 3.3342031478881835
20th percentile: 3.3849204063415526
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90th percentile: 3.600428056716919
95th percentile: 3.654140329360962
99th percentile: 3.6971101474761965
mean time: 3.4559638023376467
Pipeline stage StressChecker completed in 38.56s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5905.94s
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chaiml-qwen-dpo-exp1-da_53786_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen-dpo-exp1-da_53786_v4 status is now torndown due to DeploymentManager action