chaiml-mistral31-dpo-fi_72376

developer_uid: NischayDnk

submission_id: chaiml-mistral31-dpo-fi_72376_v1

model_name: chaiml-mistral31-dpo-fi_72376_v1

model_group: ChaiML/mistral31-dpo-fix

status: torndown

timestamp: 2025-04-20T02:32:19+00:00

num_battles: 7230

num_wins: 4059

celo_rating: 1331.5

family_friendly_score: 0.5132

family_friendly_standard_error: 0.0070686032566554475

submission_type: basic

model_repo: ChaiML/mistral31-dpo-fix-exp1-ff4ksft-pref1302

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3713613979213637, 'latency_mean': 2.6926981723308563, 'latency_p50': 2.7016191482543945, 'latency_p90': 2.9685203790664674}, {'batch_size': 2, 'throughput': 0.5762872761646357, 'latency_mean': 3.4674735605716704, 'latency_p50': 3.462780237197876, 'latency_p90': 3.8180715799331666}, {'batch_size': 3, 'throughput': 0.7318831599057662, 'latency_mean': 4.0877616238594054, 'latency_p50': 4.120664477348328, 'latency_p90': 4.503900504112243}, {'batch_size': 4, 'throughput': 0.8484697770728248, 'latency_mean': 4.682716994285584, 'latency_p50': 4.729310750961304, 'latency_p90': 5.210255479812622}, {'batch_size': 5, 'throughput': 0.9426328643469054, 'latency_mean': 5.280733460187912, 'latency_p50': 5.290221571922302, 'latency_p90': 6.020683526992798}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-mistral31-dpo-fi_72376_v1

is_internal_developer: False

language_model: ChaiML/mistral31-dpo-fix-exp1-ff4ksft-pref1302

model_size: 24B

ranking_group: single

throughput_3p7s: 0.64

us_pacific_date: 2025-04-19

win_ratio: 0.5614107883817427

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 70, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-mistral31-dpo-fi-72376-v1-mkmlizer
Waiting for job on chaiml-mistral31-dpo-fi-72376-v1-mkmlizer to finish
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: Downloaded to shared memory in 104.874s
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt8d18493, device:0
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: quantized model in 53.235s
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: Processed model ChaiML/mistral31-dpo-fix-exp1-ff4ksft-pref1302 in 158.110s
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/config.json
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/special_tokens_map.json
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/tokenizer_config.json
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/tokenizer.json
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/flywheel_model.1.safetensors
chaiml-mistral31-dpo-fi-72376-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-dpo-fi-72376-v1/flywheel_model.0.safetensors
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Job chaiml-mistral31-dpo-fi-72376-v1-mkmlizer completed after 196.5s with status: succeeded
Stopping job with name chaiml-mistral31-dpo-fi-72376-v1-mkmlizer
Pipeline stage MKMLizer completed in 196.98s
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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-mistral31-dpo-fi-72376-v1
Waiting for inference service chaiml-mistral31-dpo-fi-72376-v1 to be ready
Inference service chaiml-mistral31-dpo-fi-72376-v1 ready after 120.41603112220764s
Pipeline stage MKMLDeployer completed in 120.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.071897506713867s
Received healthy response to inference request in 2.6465322971343994s
Received healthy response to inference request in 2.7405316829681396s
Received healthy response to inference request in 3.0431692600250244s
Received healthy response to inference request in 2.6150360107421875s
5 requests
0 failed requests
5th percentile: 2.62133526802063
10th percentile: 2.6276345252990723
20th percentile: 2.640233039855957
30th percentile: 2.6653321743011475
40th percentile: 2.7029319286346434
50th percentile: 2.7405316829681396
60th percentile: 2.8615867137908935
70th percentile: 2.9826417446136473
80th percentile: 3.048914909362793
90th percentile: 3.06040620803833
95th percentile: 3.0661518573760986
99th percentile: 3.0707483768463133
mean time: 2.823433351516724
Pipeline stage StressChecker completed in 15.43s
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5114.34s
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