chaiml-mistral-nemo-simp_7084

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_7084_v1

model_name: chaiml-mistral-nemo-simp_7084_v1

model_group: ChaiML/mistral_nemo_simp

status: torndown

timestamp: 2024-12-13T15:32:02+00:00

num_battles: 14904

num_wins: 6893

celo_rating: 1231.26

family_friendly_score: 0.5836

family_friendly_standard_error: 0.0069715283833604235

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k128r_v6

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6297053230219479, 'latency_mean': 1.5879836976528168, 'latency_p50': 1.5959022045135498, 'latency_p90': 1.7468845844268799}, {'batch_size': 3, 'throughput': 1.270928730670572, 'latency_mean': 2.354521449804306, 'latency_p50': 2.3606704473495483, 'latency_p90': 2.59583261013031}, {'batch_size': 5, 'throughput': 1.595321022952503, 'latency_mean': 3.118007651567459, 'latency_p50': 3.105422854423523, 'latency_p90': 3.509967803955078}, {'batch_size': 6, 'throughput': 1.7040985023006485, 'latency_mean': 3.4951551949977873, 'latency_p50': 3.5186593532562256, 'latency_p90': 3.92345871925354}, {'batch_size': 8, 'throughput': 1.8766069239611036, 'latency_mean': 4.23493840098381, 'latency_p50': 4.236837267875671, 'latency_p90': 4.767337608337402}, {'batch_size': 10, 'throughput': 1.9441379923292257, 'latency_mean': 5.106522005796433, 'latency_p50': 5.069687128067017, 'latency_p90': 5.763165307044983}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_7084_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k128r_v6

model_size: 13B

ranking_group: single

throughput_3p7s: 1.77

us_pacific_date: 2024-12-13

win_ratio: 0.4624932903918411

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-7084-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-7084-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: Downloaded to shared memory in 44.441s
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpn0j8x7qh, device:0
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: quantized model in 39.345s
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k128r_v6 in 83.787s
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7084-v1
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7084-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7084-v1/tokenizer.json
chaiml-mistral-nemo-simp-7084-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7084-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-7084-v1-mkmlizer completed after 115.95s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-7084-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.49s
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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-7084-v1
Waiting for inference service chaiml-mistral-nemo-simp-7084-v1 to be ready
Inference service chaiml-mistral-nemo-simp-7084-v1 ready after 200.82341384887695s
Pipeline stage MKMLDeployer completed in 201.37s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.617428779602051s
Received healthy response to inference request in 0.8389267921447754s
Received healthy response to inference request in 1.0067248344421387s
Received healthy response to inference request in 1.5338094234466553s
Received healthy response to inference request in 0.6745188236236572s
5 requests
0 failed requests
5th percentile: 0.7074004173278808
10th percentile: 0.7402820110321044
20th percentile: 0.8060451984405518
30th percentile: 0.8724864006042481
40th percentile: 0.9396056175231934
50th percentile: 1.0067248344421387
60th percentile: 1.2175586700439454
70th percentile: 1.4283925056457518
80th percentile: 1.7505332946777346
90th percentile: 2.1839810371398927
95th percentile: 2.4007049083709715
99th percentile: 2.574084005355835
mean time: 1.3342817306518555
Pipeline stage StressChecker completed in 8.03s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.28s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_7084_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2431.08s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_7084_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-simp_7084_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-simp_7084_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-simp_7084_v1 status is now torndown due to DeploymentManager action