chaiml-qwen14b-dpoexp5-_42651

developer_uid: NischayDnk

submission_id: chaiml-qwen14b-dpoexp5-_42651_v1

model_name: chaiml-qwen14b-dpoexp5-_42651_v1

model_group: ChaiML/qwen14b-dpoexp5-q

status: torndown

timestamp: 2025-04-09T17:54:56+00:00

num_battles: 8573

num_wins: 3894

celo_rating: 1249.83

family_friendly_score: 0.556

family_friendly_standard_error: 0.007026578114559035

submission_type: basic

model_repo: ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14769689600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4750463147629506, 'latency_mean': 2.104997680187225, 'latency_p50': 2.09817636013031, 'latency_p90': 2.3357535362243653}, {'batch_size': 3, 'throughput': 0.8766640347402168, 'latency_mean': 3.415269104242325, 'latency_p50': 3.3949047327041626, 'latency_p90': 3.746078705787659}, {'batch_size': 5, 'throughput': 1.0665935949583574, 'latency_mean': 4.680324249267578, 'latency_p50': 4.679892301559448, 'latency_p90': 5.274093437194824}, {'batch_size': 6, 'throughput': 1.1281190434146515, 'latency_mean': 5.286986008882523, 'latency_p50': 5.270129084587097, 'latency_p90': 5.930107450485229}, {'batch_size': 10, 'throughput': 1.1959793450004648, 'latency_mean': 8.284146698713302, 'latency_p50': 8.370804190635681, 'latency_p90': 9.400819277763366}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-qwen14b-dpoexp5-_42651_v1

is_internal_developer: False

language_model: ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k

model_size: 15B

ranking_group: single

throughput_3p7s: 0.93

us_pacific_date: 2025-04-09

win_ratio: 0.45421672693339554

generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['</s>', '\n', 'You:', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '\n{bot_name}:{message}', 'user_template': '\nYou:{message}', 'response_template': '\n####', '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 MKMLizer
Starting job with name chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer
Waiting for job on chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer to finish
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║       /___/                                                         ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: Downloaded to shared memory in 52.776s
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpijp7w65c, device:0
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: quantized model in 36.548s
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: Processed model ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k in 89.324s
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/config.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/added_tokens.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/special_tokens_map.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/tokenizer_config.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/merges.txt
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/vocab.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/tokenizer.json
chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v1/flywheel_model.1.safetensors
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Job chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer completed after 115.55s with status: succeeded
Stopping job with name chaiml-qwen14b-dpoexp5-42651-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.03s
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Creating inference service chaiml-qwen14b-dpoexp5-42651-v1
Waiting for inference service chaiml-qwen14b-dpoexp5-42651-v1 to be ready
Inference service chaiml-qwen14b-dpoexp5-42651-v1 ready after 110.44259595870972s
Pipeline stage MKMLDeployer completed in 110.96s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.708573341369629s
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Received healthy response to inference request in 1.9290742874145508s
Received healthy response to inference request in 2.103822946548462s
Received healthy response to inference request in 2.1448400020599365s
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mean time: 2.241835594177246
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chaiml-qwen14b-dpoexp5-_42651_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen14b-dpoexp5-_42651_v1 status is now torndown due to DeploymentManager action