chaiml-qwen-dpo-exp1-da_53786

developer_uid: NischayDnk

submission_id: chaiml-qwen-dpo-exp1-da_53786_v3

model_name: chaiml-qwen-dpo-exp1-da_53786_v3

model_group: ChaiML/qwen-dpo-exp1-dat

status: torndown

timestamp: 2025-04-14T15:02:54+00:00

num_battles: 8897

num_wins: 4287

celo_rating: 1270.7

family_friendly_score: 0.5754

family_friendly_standard_error: 0.0069902051472041935

submission_type: basic

model_repo: ChaiML/qwen-dpo-exp1-datav1noffsftfull

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 1

max_input_tokens: 512

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2991687678997295, 'latency_mean': 3.3425209295749663, 'latency_p50': 3.3189826011657715, 'latency_p90': 3.7481906175613404}, {'batch_size': 3, 'throughput': 0.6985951715537234, 'latency_mean': 4.270192630290985, 'latency_p50': 4.2763694524765015, 'latency_p90': 4.699401950836181}, {'batch_size': 5, 'throughput': 1.0249239404065613, 'latency_mean': 4.849379934072495, 'latency_p50': 4.8976757526397705, 'latency_p90': 5.313835525512695}, {'batch_size': 6, 'throughput': 1.151732688916493, 'latency_mean': 5.162355777025223, 'latency_p50': 5.173844933509827, 'latency_p90': 5.772366380691528}, {'batch_size': 10, 'throughput': 1.5668426862305236, 'latency_mean': 6.311667768955231, 'latency_p50': 6.30804705619812, 'latency_p90': 7.187207436561584}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen-dpo-exp1-da_53786_v3

is_internal_developer: False

language_model: ChaiML/qwen-dpo-exp1-datav1noffsftfull

model_size: 33B

ranking_group: single

throughput_3p7s: 0.48

us_pacific_date: 2025-04-14

win_ratio: 0.48184781386984377

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 512, 'best_of': 1, '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-v3-mkmlizer
Waiting for job on chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer to finish
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║       /___/                                                         ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ║                                                                     ║
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: Downloaded to shared memory in 86.901s
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpub3kd2k5, device:0
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: quantized model in 63.624s
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: Processed model ChaiML/qwen-dpo-exp1-datav1noffsftfull in 150.526s
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/config.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/added_tokens.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/special_tokens_map.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/tokenizer_config.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/merges.txt
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/vocab.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/tokenizer.json
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/flywheel_model.2.safetensors
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/flywheel_model.1.safetensors
chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen-dpo-exp1-da-53786-v3/flywheel_model.0.safetensors
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Job chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer completed after 187.0s with status: succeeded
Stopping job with name chaiml-qwen-dpo-exp1-da-53786-v3-mkmlizer
Pipeline stage MKMLizer completed in 187.64s
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Creating inference service chaiml-qwen-dpo-exp1-da-53786-v3
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Inference service chaiml-qwen-dpo-exp1-da-53786-v3 ready after 120.46869492530823s
Pipeline stage MKMLDeployer completed in 121.07s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.704498767852783s
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5th percentile: 3.05014386177063
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mean time: 3.1957066535949705
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