cloudyu-nemo-dpo-v20

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v20_v13

model_name: cloudyu-nemo-dpo-v20_v1

model_group: cloudyu/Nemo-DPO-V20

status: inactive

timestamp: 2024-12-21T09:54:19+00:00

num_battles: 13422

num_wins: 6912

celo_rating: 1277.36

family_friendly_score: 0.5662

family_friendly_standard_error: 0.007008816733229655

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V20

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6030998766320211, 'latency_mean': 1.6580321443080903, 'latency_p50': 1.665488362312317, 'latency_p90': 1.821242356300354}, {'batch_size': 3, 'throughput': 1.1002553817452785, 'latency_mean': 2.7144725954532625, 'latency_p50': 2.7251508235931396, 'latency_p90': 2.992822957038879}, {'batch_size': 5, 'throughput': 1.30938605068537, 'latency_mean': 3.799610958099365, 'latency_p50': 3.8081120252609253, 'latency_p90': 4.237278318405151}, {'batch_size': 6, 'throughput': 1.3811191566355696, 'latency_mean': 4.317189594507218, 'latency_p50': 4.31024444103241, 'latency_p90': 4.880762338638306}, {'batch_size': 8, 'throughput': 1.441095755076515, 'latency_mean': 5.517101111412049, 'latency_p50': 5.520337700843811, 'latency_p90': 6.191673374176025}, {'batch_size': 10, 'throughput': 1.4958746017966118, 'latency_mean': 6.634010090827942, 'latency_p50': 6.638507008552551, 'latency_p90': 7.572208142280578}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v20_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V20

model_size: 13B

ranking_group: single

throughput_3p7s: 1.3

us_pacific_date: 2024-12-21

win_ratio: 0.5149754135002235

generation_params: {'temperature': 0.9, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 cloudyu-nemo-dpo-v20-v13-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v13-mkmlizer to finish
cloudyu-nemo-dpo-v20-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v13-mkmlizer: Downloaded to shared memory in 31.954s
cloudyu-nemo-dpo-v20-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgp_r3w6o, device:0
cloudyu-nemo-dpo-v20-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v13-mkmlizer: quantized model in 35.938s
cloudyu-nemo-dpo-v20-v13-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 67.892s
cloudyu-nemo-dpo-v20-v13-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v13
cloudyu-nemo-dpo-v20-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v13/config.json
cloudyu-nemo-dpo-v20-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v13/special_tokens_map.json
cloudyu-nemo-dpo-v20-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v13/tokenizer_config.json
cloudyu-nemo-dpo-v20-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v13/tokenizer.json
cloudyu-nemo-dpo-v20-v13-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v13-mkmlizer completed after 94.15s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v13-mkmlizer
Pipeline stage MKMLizer completed in 94.69s
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Creating inference service cloudyu-nemo-dpo-v20-v13
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Inference service cloudyu-nemo-dpo-v20-v13 ready after 261.04143142700195s
Pipeline stage MKMLDeployer completed in 261.64s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.045487880706787s
Received healthy response to inference request in 1.800299882888794s
Received healthy response to inference request in 2.031341075897217s
Received healthy response to inference request in 2.0707104206085205s
Received healthy response to inference request in 2.6988587379455566s
5 requests
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5th percentile: 1.8465081214904786
10th percentile: 1.892716360092163
20th percentile: 1.9851328372955321
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40th percentile: 2.039829158782959
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90th percentile: 2.447599411010742
95th percentile: 2.5732290744781494
99th percentile: 2.673732805252075
mean time: 2.129339599609375
Pipeline stage StressChecker completed in 12.08s
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