chaiml-mistral-nemo-simp_9893

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_9893_v1

model_name: chaiml-mistral-nemo-simp_9893_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-12T09:07:22+00:00

num_battles: 7755

num_wins: 3896

celo_rating: 1265.42

family_friendly_score: 0.5800000000000001

family_friendly_standard_error: 0.006979971346646059

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6354277629325099, 'latency_mean': 1.5736499762535094, 'latency_p50': 1.5718327760696411, 'latency_p90': 1.7346864938735962}, {'batch_size': 3, 'throughput': 1.269288359405627, 'latency_mean': 2.3526087367534636, 'latency_p50': 2.3482861518859863, 'latency_p90': 2.5887074947357176}, {'batch_size': 5, 'throughput': 1.604238367486705, 'latency_mean': 3.09583198428154, 'latency_p50': 3.1107115745544434, 'latency_p90': 3.4542879819869996}, {'batch_size': 6, 'throughput': 1.7262972641542094, 'latency_mean': 3.4595366775989533, 'latency_p50': 3.4444234371185303, 'latency_p90': 3.9012640237808225}, {'batch_size': 8, 'throughput': 1.8796590733794665, 'latency_mean': 4.231837770938873, 'latency_p50': 4.229693651199341, 'latency_p90': 4.753288722038269}, {'batch_size': 10, 'throughput': 1.9666303154008669, 'latency_mean': 5.056840943098068, 'latency_p50': 5.0839996337890625, 'latency_p90': 5.701128149032592}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_9893_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-12

win_ratio: 0.5023855577047066

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-9893-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-9893-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: Downloaded to shared memory in 47.858s
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpn5uwur5d, device:0
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: quantized model in 37.812s
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_v1 in 85.671s
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1/config.json
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1/tokenizer.json
chaiml-mistral-nemo-simp-9893-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9893-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-9893-v1-mkmlizer completed after 114.96s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-9893-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.12s
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Pipeline stage MKMLTemplater completed in 0.17s
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Creating inference service chaiml-mistral-nemo-simp-9893-v1
Waiting for inference service chaiml-mistral-nemo-simp-9893-v1 to be ready
Inference service chaiml-mistral-nemo-simp-9893-v1 ready after 190.81965112686157s
Pipeline stage MKMLDeployer completed in 191.38s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7895565032958984s
Received healthy response to inference request in 1.349484920501709s
Received healthy response to inference request in 1.4582083225250244s
Received healthy response to inference request in 1.5603513717651367s
Received healthy response to inference request in 0.5708401203155518s
5 requests
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5th percentile: 0.7265690803527832
10th percentile: 0.8822980403900147
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90th percentile: 1.6978744506835937
95th percentile: 1.743715476989746
99th percentile: 1.780388298034668
mean time: 1.345688247680664
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2370.22s
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chaiml-mistral-nemo-simp_9893_v1 status is now inactive due to auto deactivation removed underperforming models