chaiml-mistral31-ff4kex_61670

developer_uid: NischayDnk

submission_id: chaiml-mistral31-ff4kex_61670_v1

model_name: chaiml-mistral31-ff4kex_61670_v1

model_group: ChaiML/mistral31-ff4kexp

status: torndown

timestamp: 2025-04-11T07:33:22+00:00

num_battles: 9756

num_wins: 5199

celo_rating: 1304.12

family_friendly_score: 0.5468

family_friendly_standard_error: 0.00704002499995561

submission_type: basic

model_repo: ChaiML/mistral31-ff4kexp1-dpo-v1-data31prefpubv1

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': 0.36621322297142006, 'latency_mean': 2.730583984851837, 'latency_p50': 2.7483545541763306, 'latency_p90': 3.013128733634949}, {'batch_size': 2, 'throughput': 0.580512234231075, 'latency_mean': 3.444641000032425, 'latency_p50': 3.4466779232025146, 'latency_p90': 3.787717580795288}, {'batch_size': 3, 'throughput': 0.7304677039894949, 'latency_mean': 4.090547772645951, 'latency_p50': 4.11446213722229, 'latency_p90': 4.509686350822449}, {'batch_size': 4, 'throughput': 0.8499576851960011, 'latency_mean': 4.683255461454391, 'latency_p50': 4.646418452262878, 'latency_p90': 5.231778407096862}, {'batch_size': 5, 'throughput': 0.9421622440473191, 'latency_mean': 5.2797438228130344, 'latency_p50': 5.246895670890808, 'latency_p90': 5.957749700546264}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-mistral31-ff4kex_61670_v1

is_internal_developer: False

language_model: ChaiML/mistral31-ff4kexp1-dpo-v1-data31prefpubv1

model_size: 24B

ranking_group: single

throughput_3p7s: 0.65

us_pacific_date: 2025-04-11

win_ratio: 0.5329028290282903

generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\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-ff4kex-61670-v1-mkmlizer
Waiting for job on chaiml-mistral31-ff4kex-61670-v1-mkmlizer to finish
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: quantized model in 52.976s
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: Processed model ChaiML/mistral31-ff4kexp1-dpo-v1-data31prefpubv1 in 125.546s
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/config.json
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/special_tokens_map.json
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/tokenizer_config.json
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/tokenizer.json
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/flywheel_model.1.safetensors
chaiml-mistral31-ff4kex-61670-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v1/flywheel_model.0.safetensors
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Job chaiml-mistral31-ff4kex-61670-v1-mkmlizer completed after 156.35s with status: succeeded
Stopping job with name chaiml-mistral31-ff4kex-61670-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.87s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-ff4kex-61670-v1
Waiting for inference service chaiml-mistral31-ff4kex-61670-v1 to be ready
Inference service chaiml-mistral31-ff4kex-61670-v1 ready after 110.44107508659363s
Pipeline stage MKMLDeployer completed in 111.05s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.0657622814178467s
Received healthy response to inference request in 2.8319199085235596s
Received healthy response to inference request in 3.047541618347168s
Received healthy response to inference request in 2.6588172912597656s
Received healthy response to inference request in 2.7400355339050293s
5 requests
0 failed requests
5th percentile: 2.6750609397888185
10th percentile: 2.691304588317871
20th percentile: 2.7237918853759764
30th percentile: 2.758412408828735
40th percentile: 2.7951661586761474
50th percentile: 2.8319199085235596
60th percentile: 2.9181685924530028
70th percentile: 3.0044172763824464
80th percentile: 3.0511857509613036
90th percentile: 3.0584740161895754
95th percentile: 3.062118148803711
99th percentile: 3.0650334548950195
mean time: 2.8688153266906737
Pipeline stage StressChecker completed in 15.56s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.77s
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chaiml-mistral31-ff4kex_61670_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4882.39s
Shutdown handler de-registered
chaiml-mistral31-ff4kex_61670_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-ff4kex_61670_v1 status is now torndown due to DeploymentManager action