chaiml-mistral-nemo-simp_2753

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_2753_v2

model_name: chaiml-mistral-nemo-simp_2753_v2

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-13T21:26:38+00:00

num_battles: 18829

num_wins: 9294

celo_rating: 1259.07

family_friendly_score: 0.5893999999999999

family_friendly_standard_error: 0.006957120668782452

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1_rerun

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.637027296026334, 'latency_mean': 1.5697338223457336, 'latency_p50': 1.5790847539901733, 'latency_p90': 1.726649785041809}, {'batch_size': 3, 'throughput': 1.2680094399090678, 'latency_mean': 2.3570795142650605, 'latency_p50': 2.3653945922851562, 'latency_p90': 2.559619998931885}, {'batch_size': 5, 'throughput': 1.6176090977429887, 'latency_mean': 3.068277391195297, 'latency_p50': 3.048380494117737, 'latency_p90': 3.500376558303833}, {'batch_size': 6, 'throughput': 1.7210059459112839, 'latency_mean': 3.4607963764667513, 'latency_p50': 3.4480265378952026, 'latency_p90': 3.914665198326111}, {'batch_size': 8, 'throughput': 1.9005312172942948, 'latency_mean': 4.18930517911911, 'latency_p50': 4.184820532798767, 'latency_p90': 4.704384160041809}, {'batch_size': 10, 'throughput': 1.9601167444849594, 'latency_mean': 5.055456092357636, 'latency_p50': 5.08068585395813, 'latency_p90': 5.766557455062866}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_2753_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1_rerun

model_size: 13B

ranking_group: single

throughput_3p7s: 1.8

us_pacific_date: 2024-12-13

win_ratio: 0.4936002974135642

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-2753-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-2753-v2-mkmlizer to finish
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: Downloaded to shared memory in 33.389s
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfa9xt107, device:0
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: quantized model in 35.648s
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1_rerun in 69.037s
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2/config.json
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2/special_tokens_map.json
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2/tokenizer_config.json
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2/tokenizer.json
chaiml-mistral-nemo-simp-2753-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-2753-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-2753-v2-mkmlizer completed after 94.77s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-2753-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.33s
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Creating inference service chaiml-mistral-nemo-simp-2753-v2
Waiting for inference service chaiml-mistral-nemo-simp-2753-v2 to be ready
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Inference service chaiml-mistral-nemo-simp-2753-v2 ready after 301.2081639766693s
Pipeline stage MKMLDeployer completed in 301.73s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5224370956420898s
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Received healthy response to inference request in 1.5941941738128662s
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5th percentile: 1.3143485546112061
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mean time: 1.4448294639587402
Pipeline stage StressChecker completed in 8.56s
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2595.19s
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chaiml-mistral-nemo-simp_2753_v2 status is now inactive due to auto deactivation removed underperforming models