chaiml-mistral-nemo-simp_5576

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_5576_v1

model_name: chaiml-mistral-nemo-simp_5576_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-13T22:47:20+00:00

num_battles: 16237

num_wins: 7299

celo_rating: 1223.76

family_friendly_score: 0.573

family_friendly_standard_error: 0.006995298421082549

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k_v5_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': 0.635572653035772, 'latency_mean': 1.5732862555980682, 'latency_p50': 1.5633106231689453, 'latency_p90': 1.749773097038269}, {'batch_size': 3, 'throughput': 1.248946941800535, 'latency_mean': 2.3900359094142916, 'latency_p50': 2.418117046356201, 'latency_p90': 2.648065519332886}, {'batch_size': 5, 'throughput': 1.5881563505512741, 'latency_mean': 3.141504776477814, 'latency_p50': 3.1329761743545532, 'latency_p90': 3.5511101484298706}, {'batch_size': 6, 'throughput': 1.6958794765243974, 'latency_mean': 3.522489755153656, 'latency_p50': 3.520755648612976, 'latency_p90': 3.8676453828811646}, {'batch_size': 8, 'throughput': 1.8488979609096758, 'latency_mean': 4.295433653593063, 'latency_p50': 4.319511890411377, 'latency_p90': 4.843371868133545}, {'batch_size': 10, 'throughput': 1.9405942485066465, 'latency_mean': 5.1153655588626865, 'latency_p50': 5.156702280044556, 'latency_p90': 5.761199712753296}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_5576_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k_v5_rerun

model_size: 13B

ranking_group: single

throughput_3p7s: 1.75

us_pacific_date: 2024-12-13

win_ratio: 0.4495288538523126

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-5576-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-5576-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: Downloaded to shared memory in 40.689s
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdhc7ejhy, device:0
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission function_lijit_2024-11-26: ('http://chaiml-elo-alignment-run-3-v44-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:42798->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: quantized model in 35.800s
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k_v5_rerun in 76.489s
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1/config.json
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1/tokenizer.json
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5576-v1/flywheel_model.0.safetensors
chaiml-mistral-nemo-simp-5576-v1-mkmlizer: 
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Job chaiml-mistral-nemo-simp-5576-v1-mkmlizer completed after 104.99s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-5576-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.57s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-simp-5576-v1
Waiting for inference service chaiml-mistral-nemo-simp-5576-v1 to be ready
Inference service chaiml-mistral-nemo-simp-5576-v1 ready after 201.17040586471558s
Pipeline stage MKMLDeployer completed in 201.78s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7643969058990479s
Received healthy response to inference request in 1.366365909576416s
Received healthy response to inference request in 1.4005086421966553s
Received healthy response to inference request in 1.2931060791015625s
Received healthy response to inference request in 1.805861234664917s
5 requests
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5th percentile: 1.3077580451965332
10th percentile: 1.3224100112915038
20th percentile: 1.3517139434814454
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80th percentile: 1.7726897716522216
90th percentile: 1.7892755031585694
95th percentile: 1.7975683689117432
99th percentile: 1.8042026615142823
mean time: 1.5260477542877198
Pipeline stage StressChecker completed in 9.03s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2416.05s
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chaiml-mistral-nemo-simp_5576_v1 status is now inactive due to auto deactivation removed underperforming models