chaiml-mistral-nemo-dpo-_2216

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_2216_v1

model_name: chaiml-mistral-nemo-dpo-_2216_v1

model_group: ChaiML/mistral_nemo_dpo_

status: torndown

timestamp: 2024-12-20T17:21:15+00:00

num_battles: 11071

num_wins: 5141

celo_rating: 1225.0

family_friendly_score: 0.5976

family_friendly_standard_error: 0.006935044916941779

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-483

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6308038076892556, 'latency_mean': 1.5852170038223266, 'latency_p50': 1.5750541687011719, 'latency_p90': 1.7565942764282227}, {'batch_size': 3, 'throughput': 1.232362149412008, 'latency_mean': 2.4242539632320406, 'latency_p50': 2.4408822059631348, 'latency_p90': 2.6177821874618528}, {'batch_size': 5, 'throughput': 1.5626644568601196, 'latency_mean': 3.181979730129242, 'latency_p50': 3.1704193353652954, 'latency_p90': 3.644834852218628}, {'batch_size': 6, 'throughput': 1.657903928288401, 'latency_mean': 3.594320625066757, 'latency_p50': 3.5993844270706177, 'latency_p90': 4.043122792243958}, {'batch_size': 8, 'throughput': 1.8072625078174651, 'latency_mean': 4.392376072406769, 'latency_p50': 4.383325457572937, 'latency_p90': 4.969868016242981}, {'batch_size': 10, 'throughput': 1.8897740877098723, 'latency_mean': 5.248728040456772, 'latency_p50': 5.264426946640015, 'latency_p90': 5.859132552146911}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_2216_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-483

model_size: 13B

ranking_group: single

throughput_3p7s: 1.69

us_pacific_date: 2024-12-20

win_ratio: 0.46436636256887365

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-2216-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2216-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: Downloaded to shared memory in 47.093s
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwekh42e2, device:0
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: quantized model in 35.807s
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-483 in 82.901s
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2216-v1
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2216-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2216-v1/tokenizer.json
chaiml-mistral-nemo-dpo-2216-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2216-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-2216-v1-mkmlizer completed after 115.12s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2216-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.62s
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Creating inference service chaiml-mistral-nemo-dpo-2216-v1
Waiting for inference service chaiml-mistral-nemo-dpo-2216-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-2216-v1 ready after 261.0459575653076s
Pipeline stage MKMLDeployer completed in 261.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5155141353607178s
Received healthy response to inference request in 0.6628952026367188s
Received healthy response to inference request in 1.4078094959259033s
Received healthy response to inference request in 1.2382769584655762s
Received healthy response to inference request in 1.5682919025421143s
5 requests
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10th percentile: 0.8930479049682617
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90th percentile: 1.5471807956695556
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mean time: 1.278557538986206
Pipeline stage StressChecker completed in 7.76s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2432.94s
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chaiml-mistral-nemo-dpo-_2216_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_2216_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2216_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2216_v1 status is now torndown due to DeploymentManager action