chaiml-mistral-nemo-simp_5020

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_5020_v1

model_name: chaiml-mistral-nemo-simp_5020_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-18T20:06:46+00:00

num_battles: 10759

num_wins: 4909

celo_rating: 1229.95

family_friendly_score: 0.5882000000000001

family_friendly_standard_error: 0.006960183330918806

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-500

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6353660480464156, 'latency_mean': 1.5738093984127044, 'latency_p50': 1.5720669031143188, 'latency_p90': 1.7433545112609863}, {'batch_size': 3, 'throughput': 1.2677874132881073, 'latency_mean': 2.3580393493175507, 'latency_p50': 2.3544743061065674, 'latency_p90': 2.617300248146057}, {'batch_size': 5, 'throughput': 1.6094915204287, 'latency_mean': 3.085710368156433, 'latency_p50': 3.0688008069992065, 'latency_p90': 3.478292226791382}, {'batch_size': 6, 'throughput': 1.7123713940619296, 'latency_mean': 3.483573043346405, 'latency_p50': 3.4628372192382812, 'latency_p90': 3.9369895219802857}, {'batch_size': 8, 'throughput': 1.849035875930327, 'latency_mean': 4.303529772758484, 'latency_p50': 4.288644552230835, 'latency_p90': 4.828573489189147}, {'batch_size': 10, 'throughput': 1.9452242568542468, 'latency_mean': 5.091239094734192, 'latency_p50': 5.121360778808594, 'latency_p90': 5.685261917114258}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_5020_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-500

model_size: 13B

ranking_group: single

throughput_3p7s: 1.76

us_pacific_date: 2024-12-18

win_ratio: 0.4562691699972116

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-5020-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-5020-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: Downloaded to shared memory in 46.084s
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc66hasi8, device:0
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: quantized model in 36.709s
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-500 in 82.793s
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5020-v1
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5020-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5020-v1/tokenizer.json
chaiml-mistral-nemo-simp-5020-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-5020-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-5020-v1-mkmlizer completed after 115.07s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-5020-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.57s
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Creating inference service chaiml-mistral-nemo-simp-5020-v1
Waiting for inference service chaiml-mistral-nemo-simp-5020-v1 to be ready
Inference service chaiml-mistral-nemo-simp-5020-v1 ready after 240.9016819000244s
Pipeline stage MKMLDeployer completed in 241.43s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.0905346870422363s
Received healthy response to inference request in 0.9860842227935791s
Received healthy response to inference request in 1.4653987884521484s
Received healthy response to inference request in 1.0964524745941162s
Received healthy response to inference request in 2.0929765701293945s
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5th percentile: 1.0069743156433106
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90th percentile: 1.8419454574584961
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99th percentile: 2.0678734588623047
mean time: 1.3462893486022949
Pipeline stage StressChecker completed in 7.96s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2631.15s
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chaiml-mistral-nemo-simp_5020_v1 status is now inactive due to auto deactivation removed underperforming models