chaiml-mistral-nemo-dpo-_7200

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_7200_v2

model_name: chaiml-mistral-nemo-dpo-_7200_v2

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T17:02:42+00:00

num_battles: 12996

num_wins: 6003

celo_rating: 1229.77

family_friendly_score: 0.5956

family_friendly_standard_error: 0.006940614382026997

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-138

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6369378210291667, 'latency_mean': 1.5699203538894653, 'latency_p50': 1.5676950216293335, 'latency_p90': 1.7206874370574952}, {'batch_size': 3, 'throughput': 1.269806207119436, 'latency_mean': 2.354255298376083, 'latency_p50': 2.3600263595581055, 'latency_p90': 2.58219199180603}, {'batch_size': 5, 'throughput': 1.6075215764331208, 'latency_mean': 3.091263358592987, 'latency_p50': 3.062631130218506, 'latency_p90': 3.4988940954208374}, {'batch_size': 6, 'throughput': 1.7294164803943721, 'latency_mean': 3.4508881616592406, 'latency_p50': 3.469827890396118, 'latency_p90': 3.8538248538970947}, {'batch_size': 8, 'throughput': 1.8811738178842805, 'latency_mean': 4.228142637014389, 'latency_p50': 4.2303972244262695, 'latency_p90': 4.741542482376098}, {'batch_size': 10, 'throughput': 1.9722783778720574, 'latency_mean': 5.04355080485344, 'latency_p50': 5.072698712348938, 'latency_p90': 5.721716046333313}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_7200_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-138

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-20

win_ratio: 0.4619113573407202

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-7200-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-7200-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-mistral-nemo-dpo-_8107_v1: ('http://chaiml-mistral-nemo-dpo-8107-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:56726->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: Downloaded to shared memory in 43.351s
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2ks67kxd, device:0
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: quantized model in 35.760s
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-138 in 79.111s
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7200-v2
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7200-v2/config.json
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7200-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7200-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7200-v2/tokenizer.json
chaiml-mistral-nemo-dpo-7200-v2-mkmlizer: 
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Job chaiml-mistral-nemo-dpo-7200-v2-mkmlizer completed after 104.73s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-7200-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.45s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Creating inference service chaiml-mistral-nemo-dpo-7200-v2
Waiting for inference service chaiml-mistral-nemo-dpo-7200-v2 to be ready
Inference service chaiml-mistral-nemo-dpo-7200-v2 ready after 251.0363757610321s
Pipeline stage MKMLDeployer completed in 251.61s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.6139123439788818s
Received healthy response to inference request in 0.7705817222595215s
Received healthy response to inference request in 0.7958991527557373s
Received healthy response to inference request in 0.7402937412261963s
Received healthy response to inference request in 1.3108298778533936s
5 requests
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5th percentile: 0.7463513374328613
10th percentile: 0.7524089336395263
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30th percentile: 0.7756452083587646
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70th percentile: 1.2078437328338623
80th percentile: 1.3714463710784912
90th percentile: 1.4926793575286865
95th percentile: 1.5532958507537842
99th percentile: 1.6017890453338623
mean time: 1.0463033676147462
Pipeline stage StressChecker completed in 6.58s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2376.34s
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chaiml-mistral-nemo-dpo-_7200_v2 status is now inactive due to auto deactivation removed underperforming models