chaiml-mistral-nemo-dpo-_6685

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6685_v1

model_name: chaiml-mistral-nemo-dpo-_6685_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-15T23:04:19+00:00

num_battles: 8087

num_wins: 4310

celo_rating: 1254.43

family_friendly_score: 0.577

family_friendly_standard_error: 0.006986715966747181

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-2496

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6292333295985126, 'latency_mean': 1.5891511511802674, 'latency_p50': 1.5927793979644775, 'latency_p90': 1.7589107275009155}, {'batch_size': 3, 'throughput': 1.238747193188724, 'latency_mean': 2.408002115488052, 'latency_p50': 2.413283586502075, 'latency_p90': 2.6275685310363768}, {'batch_size': 5, 'throughput': 1.5964487322424794, 'latency_mean': 3.1118386030197143, 'latency_p50': 3.1005219221115112, 'latency_p90': 3.49679799079895}, {'batch_size': 6, 'throughput': 1.6881685440461773, 'latency_mean': 3.528577883243561, 'latency_p50': 3.5453543663024902, 'latency_p90': 3.9072225093841553}, {'batch_size': 8, 'throughput': 1.8500661882238245, 'latency_mean': 4.2892095458507535, 'latency_p50': 4.2836607694625854, 'latency_p90': 4.887690925598145}, {'batch_size': 10, 'throughput': 1.9352365580588027, 'latency_mean': 5.11183158993721, 'latency_p50': 5.100998759269714, 'latency_p90': 5.764657115936279}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6685_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-2496

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-15

win_ratio: 0.5329541239025597

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-6685-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6685-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: Downloaded to shared memory in 50.245s
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxi9zugr4, device:0
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: quantized model in 37.305s
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-2496 in 87.550s
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v1
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v1/config.json
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6685-v1-mkmlizer: 
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Job chaiml-mistral-nemo-dpo-6685-v1-mkmlizer completed after 115.29s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6685-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.80s
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Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service chaiml-mistral-nemo-dpo-6685-v1
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Inference service chaiml-mistral-nemo-dpo-6685-v1 ready after 210.81868624687195s
Pipeline stage MKMLDeployer completed in 211.35s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8248558044433594s
Received healthy response to inference request in 1.3509454727172852s
Received healthy response to inference request in 0.41526246070861816s
Received healthy response to inference request in 1.9691612720489502s
Received healthy response to inference request in 0.6825416088104248s
5 requests
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90th percentile: 1.9114390850067138
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mean time: 1.2485533237457276
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2486.83s
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chaiml-mistral-nemo-dpo-_6685_v1 status is now inactive due to auto deactivation removed underperforming models