developer_uid: NischayDnk
submission_id: chaiml-mistral31-ff4kex_61670_v2
model_name: chaiml-mistral31-ff4kex_61670_v2
model_group: ChaiML/mistral31-ff4kexp
status: torndown
timestamp: 2025-04-11T07:40:08+00:00
num_battles: 9866
num_wins: 5150
celo_rating: 1298.02
family_friendly_score: 0.5554
family_friendly_standard_error: 0.007027529295563271
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': 0.36815634522550295, 'latency_mean': 2.716174190044403, 'latency_p50': 2.6917697191238403, 'latency_p90': 3.0226760149002074}, {'batch_size': 2, 'throughput': 0.5801997354947138, 'latency_mean': 3.4411700785160066, 'latency_p50': 3.458968997001648, 'latency_p90': 3.8004125595092773}, {'batch_size': 3, 'throughput': 0.7292117988425438, 'latency_mean': 4.101176725625992, 'latency_p50': 4.095041632652283, 'latency_p90': 4.491893291473389}, {'batch_size': 4, 'throughput': 0.8494257932275605, 'latency_mean': 4.702435195446014, 'latency_p50': 4.7057859897613525, 'latency_p90': 5.243636798858643}, {'batch_size': 5, 'throughput': 0.9291666621345199, 'latency_mean': 5.345904343128204, 'latency_p50': 5.297913908958435, 'latency_p90': 5.957683420181274}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-mistral31-ff4kex_61670_v2
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: 0.5219947293736064
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': ['###', 'You:', '\n', '<|im_end|>', '<|im_start|>'], '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-v2-mkmlizer
Waiting for job on chaiml-mistral31-ff4kex-61670-v2-mkmlizer to finish
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ║                                                                     ║
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: Downloaded to shared memory in 63.580s
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpavl0imq9, device:0
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: quantized model in 52.521s
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: Processed model ChaiML/mistral31-ff4kexp1-dpo-v1-data31prefpubv1 in 116.101s
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/config.json
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/special_tokens_map.json
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/tokenizer_config.json
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/tokenizer.json
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/flywheel_model.1.safetensors
chaiml-mistral31-ff4kex-61670-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-ff4kex-61670-v2/flywheel_model.0.safetensors
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Job chaiml-mistral31-ff4kex-61670-v2-mkmlizer completed after 156.06s with status: succeeded
Stopping job with name chaiml-mistral31-ff4kex-61670-v2-mkmlizer
Pipeline stage MKMLizer completed in 156.80s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-ff4kex-61670-v2
Waiting for inference service chaiml-mistral31-ff4kex-61670-v2 to be ready
Inference service chaiml-mistral31-ff4kex-61670-v2 ready after 110.39721608161926s
Pipeline stage MKMLDeployer completed in 110.99s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.119239091873169s
Received healthy response to inference request in 2.7411532402038574s
Received healthy response to inference request in 2.5879874229431152s
Received healthy response to inference request in 2.6316659450531006s
Received healthy response to inference request in 2.5673115253448486s
5 requests
0 failed requests
5th percentile: 2.5714467048645018
10th percentile: 2.5755818843841554
20th percentile: 2.583852243423462
30th percentile: 2.596723127365112
40th percentile: 2.6141945362091064
50th percentile: 2.6316659450531006
60th percentile: 2.675460863113403
70th percentile: 2.719255781173706
80th percentile: 2.81677041053772
90th percentile: 2.968004751205444
95th percentile: 3.0436219215393066
99th percentile: 3.1041156578063966
mean time: 2.729471445083618
Pipeline stage StressChecker completed in 15.13s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.74s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-mistral31-ff4kex_61670_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
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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 5370.57s
Shutdown handler de-registered
chaiml-mistral31-ff4kex_61670_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-ff4kex_61670_v2 status is now torndown due to DeploymentManager action