chaiml-mistral-nemo-simp_3795

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_3795_v1

model_name: chaiml-mistral-nemo-simp_3795_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-15T22:52:49+00:00

num_battles: 10364

num_wins: 4412

celo_rating: 1186.02

family_friendly_score: 0.5624

family_friendly_standard_error: 0.007015785629564233

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-2184

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6423817930142343, 'latency_mean': 1.5566135251522064, 'latency_p50': 1.5591397285461426, 'latency_p90': 1.7119027853012085}, {'batch_size': 4, 'throughput': 1.4954938872142323, 'latency_mean': 2.6698958957195282, 'latency_p50': 2.6807076930999756, 'latency_p90': 2.914117670059204}, {'batch_size': 5, 'throughput': 1.6203340882477961, 'latency_mean': 3.0735956275463105, 'latency_p50': 3.0602774620056152, 'latency_p90': 3.440539026260376}, {'batch_size': 8, 'throughput': 1.9001187836993512, 'latency_mean': 4.187201796770096, 'latency_p50': 4.199281930923462, 'latency_p90': 4.762487363815308}, {'batch_size': 10, 'throughput': 1.9915433394670463, 'latency_mean': 4.989387037754059, 'latency_p50': 5.035353779792786, 'latency_p90': 5.653564929962158}, {'batch_size': 12, 'throughput': 2.05021156060762, 'latency_mean': 5.804936195611954, 'latency_p50': 5.856827139854431, 'latency_p90': 6.630176734924317}, {'batch_size': 15, 'throughput': 2.096999364658745, 'latency_mean': 7.065948076248169, 'latency_p50': 7.093782305717468, 'latency_p90': 8.041930675506592}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_3795_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-2184

model_size: 13B

ranking_group: single

throughput_3p7s: 1.81

us_pacific_date: 2024-12-15

win_ratio: 0.42570436125048244

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-3795-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-3795-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: Downloaded to shared memory in 49.156s
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdne6kqb8, device:0
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: quantized model in 36.255s
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-2184 in 85.410s
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1/config.json
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1/tokenizer.json
chaiml-mistral-nemo-simp-3795-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-3795-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-3795-v1-mkmlizer completed after 116.41s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-3795-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.87s
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Creating inference service chaiml-mistral-nemo-simp-3795-v1
Waiting for inference service chaiml-mistral-nemo-simp-3795-v1 to be ready
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Inference service chaiml-mistral-nemo-simp-3795-v1 ready after 211.00833582878113s
Pipeline stage MKMLDeployer completed in 211.52s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4444620609283447s
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Received healthy response to inference request in 1.2184607982635498s
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99th percentile: 2.4076077365875244
mean time: 1.5927920818328858
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chaiml-mistral-nemo-simp_3795_v1 status is now inactive due to auto deactivation removed underperforming models