alexxi19-ft-v1-nemo-base-dpo

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base-dpo_v9

model_name: alexxi19-ft-v1-nemo-base-dpo_v9

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-25T05:32:49+00:00

num_battles: 7347

num_wins: 3322

celo_rating: 1242.71

family_friendly_score: 0.552

family_friendly_standard_error: 0.007032723512267492

submission_type: basic

model_repo: alexxi19/ft-v1-nemo-base-dpo

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6034123062133077, 'latency_mean': 1.6571506941318512, 'latency_p50': 1.6531250476837158, 'latency_p90': 1.8290156126022339}, {'batch_size': 3, 'throughput': 1.111687549977753, 'latency_mean': 2.69494815826416, 'latency_p50': 2.706872344017029, 'latency_p90': 2.9690468072891236}, {'batch_size': 5, 'throughput': 1.3217660984169277, 'latency_mean': 3.766112251281738, 'latency_p50': 3.766100764274597, 'latency_p90': 4.162242984771728}, {'batch_size': 6, 'throughput': 1.3921728048886113, 'latency_mean': 4.288190467357635, 'latency_p50': 4.290396451950073, 'latency_p90': 4.846442985534668}, {'batch_size': 8, 'throughput': 1.4483071567910943, 'latency_mean': 5.48551066160202, 'latency_p50': 5.514118432998657, 'latency_p90': 6.127443742752075}, {'batch_size': 10, 'throughput': 1.4905455681739517, 'latency_mean': 6.670466471910476, 'latency_p50': 6.703842282295227, 'latency_p90': 7.5956244468688965}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base-dpo_v9

is_internal_developer: False

language_model: alexxi19/ft-v1-nemo-base-dpo

model_size: 13B

ranking_group: single

throughput_3p7s: 1.32

us_pacific_date: 2025-02-24

win_ratio: 0.4521573431332517

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|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}:', '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 alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer to finish
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: Downloaded to shared memory in 33.195s
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt_7ih63p, device:0
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: quantized model in 35.938s
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-dpo in 69.133s
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9/config.json
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9/special_tokens_map.json
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9/tokenizer_config.json
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9/tokenizer.json
alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v9/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer completed after 93.88s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-dpo-v9-mkmlizer
Pipeline stage MKMLizer completed in 94.38s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-base-dpo-v9
Waiting for inference service alexxi19-ft-v1-nemo-base-dpo-v9 to be ready
Inference service alexxi19-ft-v1-nemo-base-dpo-v9 ready after 250.81735515594482s
Pipeline stage MKMLDeployer completed in 251.37s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.387261390686035s
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Received healthy response to inference request in 1.687709093093872s
Received healthy response to inference request in 1.549731969833374s
Received healthy response to inference request in 1.6566026210784912s
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5th percentile: 1.1192697048187257
10th percentile: 1.2268852710723877
20th percentile: 1.4421164035797118
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70th percentile: 1.681487798690796
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90th percentile: 2.10744047164917
95th percentile: 2.2473509311676025
99th percentile: 2.3592792987823485
mean time: 1.6585918426513673
Pipeline stage StressChecker completed in 9.67s
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