chaiml-mistral-nemo-simp_2320

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_2320_v2

model_name: chaiml-mistral-nemo-simp_2320_v2

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-15T23:15:36+00:00

num_battles: 9218

num_wins: 4326

celo_rating: 1208.72

family_friendly_score: 0.5711999999999999

family_friendly_standard_error: 0.006999007929699752

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6413890811406594, 'latency_mean': 1.5590253031253816, 'latency_p50': 1.5606074333190918, 'latency_p90': 1.7207807540893554}, {'batch_size': 3, 'throughput': 1.2720517264027063, 'latency_mean': 2.3493053948879243, 'latency_p50': 2.3590450286865234, 'latency_p90': 2.5730053424835204}, {'batch_size': 5, 'throughput': 1.6067634798298147, 'latency_mean': 3.105197615623474, 'latency_p50': 3.1295961141586304, 'latency_p90': 3.4440799713134767}, {'batch_size': 6, 'throughput': 1.7196418951564738, 'latency_mean': 3.4662532234191894, 'latency_p50': 3.4532411098480225, 'latency_p90': 3.91891553401947}, {'batch_size': 8, 'throughput': 1.8846907292774682, 'latency_mean': 4.20780243396759, 'latency_p50': 4.201165199279785, 'latency_p90': 4.710178756713867}, {'batch_size': 10, 'throughput': 1.9528835480955327, 'latency_mean': 5.0798173117637635, 'latency_p50': 5.102296829223633, 'latency_p90': 5.70006046295166}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_2320_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-15

win_ratio: 0.4692991972228249

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-simp-2320-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-2320-v2-mkmlizer to finish
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: Downloaded to shared memory in 39.704s
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5zxquw_3, device:0
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: quantized model in 39.216s
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560 in 78.921s
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2/config.json
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2/special_tokens_map.json
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2/tokenizer_config.json
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2/tokenizer.json
chaiml-mistral-nemo-simp-2320-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2320-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-2320-v2-mkmlizer completed after 104.57s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-2320-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.11s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-simp-2320-v2
Waiting for inference service chaiml-mistral-nemo-simp-2320-v2 to be ready
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Inference service chaiml-mistral-nemo-simp-2320-v2 ready after 220.76231241226196s
Pipeline stage MKMLDeployer completed in 221.27s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7776665687561035s
Received healthy response to inference request in 1.4739458560943604s
Received healthy response to inference request in 2.0693769454956055s
Received healthy response to inference request in 1.7713067531585693s
Received healthy response to inference request in 1.665755033493042s
5 requests
0 failed requests
5th percentile: 1.5123076915740967
10th percentile: 1.550669527053833
20th percentile: 1.6273931980133056
30th percentile: 1.6868653774261475
40th percentile: 1.7290860652923583
50th percentile: 1.7713067531585693
60th percentile: 1.773850679397583
70th percentile: 1.7763946056365967
80th percentile: 1.836008644104004
90th percentile: 1.9526927947998047
95th percentile: 2.011034870147705
99th percentile: 2.057708530426025
mean time: 1.751610231399536
Pipeline stage StressChecker completed in 10.03s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2418.77s
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chaiml-mistral-nemo-simp_2320_v2 status is now inactive due to auto deactivation removed underperforming models