chaiml-nis-proj1-exp1-t_45002

developer_uid: NischayDnk

submission_id: chaiml-nis-proj1-exp1-t_45002_v1

model_name: chaiml-nis-proj1-exp1-t_45002_v1

model_group: ChaiML/nis-proj1-exp1-ty

status: torndown

timestamp: 2025-03-27T20:37:54+00:00

num_battles: 7030

num_wins: 349

celo_rating: 773.18

family_friendly_score: 0.9884

family_friendly_standard_error: 0.0015142945552302563

submission_type: basic

model_repo: ChaiML/nis-proj1-exp1-type1-dpo-rand5k-sftdel5ktry1

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': 0.3700039039463442, 'latency_mean': 2.7026098549365996, 'latency_p50': 2.7153927087783813, 'latency_p90': 2.9715887546539306}, {'batch_size': 2, 'throughput': 0.5777118956333899, 'latency_mean': 3.458432458639145, 'latency_p50': 3.474061965942383, 'latency_p90': 3.7923946142196656}, {'batch_size': 3, 'throughput': 0.7348163427129838, 'latency_mean': 4.074333925247192, 'latency_p50': 4.044558644294739, 'latency_p90': 4.532436513900757}, {'batch_size': 4, 'throughput': 0.8472990829168349, 'latency_mean': 4.6954483067989345, 'latency_p50': 4.703545570373535, 'latency_p90': 5.221574378013611}, {'batch_size': 5, 'throughput': 0.9382443664125587, 'latency_mean': 5.2959335732460024, 'latency_p50': 5.3555848598480225, 'latency_p90': 5.93286669254303}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-proj1-exp1-t_45002_v1

is_internal_developer: False

language_model: ChaiML/nis-proj1-exp1-type1-dpo-rand5k-sftdel5ktry1

model_size: 24B

ranking_group: single

throughput_3p7s: 0.65

us_pacific_date: 2025-03-27

win_ratio: 0.04964438122332859

generation_params: {'temperature': 0.4, 'top_p': 0.96, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:[/INST]', '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-nis-proj1-exp1-t-45002-v1-mkmlizer
Waiting for job on chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer to finish
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: Downloaded to shared memory in 81.910s
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfedpds5r, device:0
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: quantized model in 53.848s
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: Processed model ChaiML/nis-proj1-exp1-type1-dpo-rand5k-sftdel5ktry1 in 135.758s
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/config.json
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/special_tokens_map.json
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/tokenizer_config.json
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/tokenizer.json
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/flywheel_model.1.safetensors
chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-t-45002-v1/flywheel_model.0.safetensors
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Job chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer completed after 166.35s with status: succeeded
Stopping job with name chaiml-nis-proj1-exp1-t-45002-v1-mkmlizer
Pipeline stage MKMLizer completed in 167.17s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-proj1-exp1-t-45002-v1
Waiting for inference service chaiml-nis-proj1-exp1-t-45002-v1 to be ready
Inference service chaiml-nis-proj1-exp1-t-45002-v1 ready after 110.36817932128906s
Pipeline stage MKMLDeployer completed in 111.33s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.720522165298462s
Received healthy response to inference request in 0.7029993534088135s
Received healthy response to inference request in 0.9744784832000732s
Received healthy response to inference request in 0.7577617168426514s
Received healthy response to inference request in 0.4254298210144043s
5 requests
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5th percentile: 0.4809437274932861
10th percentile: 0.536457633972168
20th percentile: 0.6474854469299316
30th percentile: 0.713951826095581
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50th percentile: 0.7577617168426514
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90th percentile: 1.4221046924591065
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99th percentile: 1.6906804180145263
mean time: 0.9162383079528809
Pipeline stage StressChecker completed in 5.92s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.64s
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