chaiml-mistral-nemo-simp_6740

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_6740_v1

model_name: chaiml-mistral-nemo-simp_6740_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-13T15:32:33+00:00

num_battles: 14417

num_wins: 6684

celo_rating: 1232.37

family_friendly_score: 0.5888

family_friendly_standard_error: 0.006958657341757819

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k32r_v8

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.636146587860258, 'latency_mean': 1.5718752551078796, 'latency_p50': 1.581777811050415, 'latency_p90': 1.719281268119812}, {'batch_size': 3, 'throughput': 1.2751950097093938, 'latency_mean': 2.345855791568756, 'latency_p50': 2.3566370010375977, 'latency_p90': 2.558696985244751}, {'batch_size': 5, 'throughput': 1.6045689210040235, 'latency_mean': 3.102669109106064, 'latency_p50': 3.1244258880615234, 'latency_p90': 3.5001275300979615}, {'batch_size': 6, 'throughput': 1.7256543378019062, 'latency_mean': 3.45688512802124, 'latency_p50': 3.4659708738327026, 'latency_p90': 3.8341018199920653}, {'batch_size': 8, 'throughput': 1.8844239330785597, 'latency_mean': 4.216627810001373, 'latency_p50': 4.234417676925659, 'latency_p90': 4.7756929159164425}, {'batch_size': 10, 'throughput': 1.961222552767868, 'latency_mean': 5.060388288497925, 'latency_p50': 5.057807087898254, 'latency_p90': 5.7522274255752555}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_6740_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k32r_v8

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-13

win_ratio: 0.46361933828119584

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-6740-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-6740-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: quantized model in 37.136s
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_5k32r_v8 in 80.790s
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1/config.json
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1/tokenizer.json
chaiml-mistral-nemo-simp-6740-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-6740-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-6740-v1-mkmlizer completed after 105.17s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-6740-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.68s
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Running pipeline stage MKMLTemplater
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Creating inference service chaiml-mistral-nemo-simp-6740-v1
Waiting for inference service chaiml-mistral-nemo-simp-6740-v1 to be ready
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Inference service chaiml-mistral-nemo-simp-6740-v1 ready after 201.0471067428589s
Pipeline stage MKMLDeployer completed in 201.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.583770990371704s
Received healthy response to inference request in 1.3646759986877441s
Received healthy response to inference request in 1.267122745513916s
Received healthy response to inference request in 0.7264854907989502s
Received healthy response to inference request in 0.7035396099090576s
5 requests
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5th percentile: 0.7081287860870361
10th percentile: 0.7127179622650146
20th percentile: 0.7218963146209717
30th percentile: 0.8346129417419433
40th percentile: 1.0508678436279297
50th percentile: 1.267122745513916
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70th percentile: 1.3451653480529786
80th percentile: 1.4084949970245362
90th percentile: 1.49613299369812
95th percentile: 1.539951992034912
99th percentile: 1.5750071907043457
mean time: 1.1291189670562745
Pipeline stage StressChecker completed in 7.11s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2538.94s
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chaiml-mistral-nemo-simp_6740_v1 status is now inactive due to auto deactivation removed underperforming models