chaiml-mistral-nemo-dpo-_6685

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6685_v2

model_name: chaiml-mistral-nemo-dpo-_6685_v2

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-15T23:09:00+00:00

num_battles: 11850

num_wins: 6208

celo_rating: 1247.02

family_friendly_score: 0.5798

family_friendly_standard_error: 0.006980429213164474

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': 0.6313103315614075, 'latency_mean': 1.5839454305171967, 'latency_p50': 1.5773814916610718, 'latency_p90': 1.7498881578445435}, {'batch_size': 3, 'throughput': 1.2603957628403455, 'latency_mean': 2.3749854719638823, 'latency_p50': 2.363164186477661, 'latency_p90': 2.60212128162384}, {'batch_size': 5, 'throughput': 1.5724806586994213, 'latency_mean': 3.1568740689754486, 'latency_p50': 3.152785897254944, 'latency_p90': 3.507560467720032}, {'batch_size': 6, 'throughput': 1.6871558278351537, 'latency_mean': 3.5337970840930937, 'latency_p50': 3.533737063407898, 'latency_p90': 3.956988883018494}, {'batch_size': 8, 'throughput': 1.8182724611685641, 'latency_mean': 4.355986791849136, 'latency_p50': 4.390825867652893, 'latency_p90': 4.881343293190002}, {'batch_size': 10, 'throughput': 1.9036188825651175, 'latency_mean': 5.2058587539196015, 'latency_p50': 5.196915507316589, 'latency_p90': 5.935740947723389}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6685_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-2496

model_size: 13B

ranking_group: single

throughput_3p7s: 1.73

us_pacific_date: 2024-12-15

win_ratio: 0.5238818565400843

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-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6685-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: Downloaded to shared memory in 36.374s
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpd6fajtlr, device:0
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: quantized model in 36.971s
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-2496 in 73.345s
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2/config.json
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2/tokenizer.json
chaiml-mistral-nemo-dpo-6685-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6685-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-6685-v2-mkmlizer completed after 94.94s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6685-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.51s
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Creating inference service chaiml-mistral-nemo-dpo-6685-v2
Waiting for inference service chaiml-mistral-nemo-dpo-6685-v2 to be ready
Inference service chaiml-mistral-nemo-dpo-6685-v2 ready after 210.77448964118958s
Pipeline stage MKMLDeployer completed in 211.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5616681575775146s
Received healthy response to inference request in 1.2536542415618896s
Received healthy response to inference request in 0.845630407333374s
Received healthy response to inference request in 0.9740562438964844s
Received healthy response to inference request in 0.8357384204864502s
5 requests
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mean time: 1.0941494941711425
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2490.21s
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chaiml-mistral-nemo-dpo-_6685_v2 status is now inactive due to auto deactivation removed underperforming models