chaiml-mistral31-24b-dp_49603

developer_uid: NischayDnk

submission_id: chaiml-mistral31-24b-dp_49603_v1

model_name: chaiml-mistral31-24b-dp_49603_v1

model_group: ChaiML/mistral31-24b-dpo

status: torndown

timestamp: 2025-04-29T04:08:33+00:00

num_battles: 7732

num_wins: 4237

celo_rating: 1327.34

family_friendly_score: 0.538

family_friendly_standard_error: 0.007050616994277877

submission_type: basic

model_repo: ChaiML/mistral31-24b-dpos1-exp2-sftretry-full

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': 0.5323757918058991, 'latency_mean': 1.8783126974105835, 'latency_p50': 1.8879870176315308, 'latency_p90': 2.0723015308380126}, {'batch_size': 3, 'throughput': 1.0926432586856434, 'latency_mean': 2.737745553255081, 'latency_p50': 2.7282692193984985, 'latency_p90': 3.0426040410995485}, {'batch_size': 5, 'throughput': 1.4022787333656859, 'latency_mean': 3.5419894993305205, 'latency_p50': 3.5488264560699463, 'latency_p90': 3.9361673116683957}, {'batch_size': 6, 'throughput': 1.504200491017366, 'latency_mean': 3.960694934129715, 'latency_p50': 3.9767515659332275, 'latency_p90': 4.349562644958496}, {'batch_size': 8, 'throughput': 1.6517205585255668, 'latency_mean': 4.813721323013306, 'latency_p50': 4.809494137763977, 'latency_p90': 5.472959971427917}, {'batch_size': 10, 'throughput': 1.7404708621302756, 'latency_mean': 5.691594973802567, 'latency_p50': 5.692853569984436, 'latency_p90': 6.41430516242981}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-mistral31-24b-dp_49603_v1

is_internal_developer: False

language_model: ChaiML/mistral31-24b-dpos1-exp2-sftretry-full

model_size: 24B

ranking_group: single

throughput_3p7s: 1.45

us_pacific_date: 2025-04-28

win_ratio: 0.5479824107604759

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|>', '\n', '<|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-mistral31-24b-dp-49603-v1-mkmlizer
Waiting for job on chaiml-mistral31-24b-dp-49603-v1-mkmlizer to finish
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: Downloaded to shared memory in 78.050s
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe0qc7i7h, device:0
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: quantized model in 54.637s
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: Processed model ChaiML/mistral31-24b-dpos1-exp2-sftretry-full in 132.688s
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1/config.json
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1/special_tokens_map.json
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1/tokenizer_config.json
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1/flywheel_model.1.safetensors
chaiml-mistral31-24b-dp-49603-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v1/flywheel_model.0.safetensors
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Job chaiml-mistral31-24b-dp-49603-v1-mkmlizer completed after 165.81s with status: succeeded
Stopping job with name chaiml-mistral31-24b-dp-49603-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.25s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-24b-dp-49603-v1
Waiting for inference service chaiml-mistral31-24b-dp-49603-v1 to be ready
Inference service chaiml-mistral31-24b-dp-49603-v1 ready after 140.5814607143402s
Pipeline stage MKMLDeployer completed in 141.22s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.65655517578125s
Received healthy response to inference request in 2.084441900253296s
Received healthy response to inference request in 2.1790783405303955s
Received healthy response to inference request in 2.0559282302856445s
5 requests
1 failed requests
5th percentile: 2.061630964279175
10th percentile: 2.067333698272705
20th percentile: 2.0787391662597656
30th percentile: 2.103369188308716
40th percentile: 2.1412237644195558
50th percentile: 2.1790783405303955
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70th percentile: 2.561059808731079
80th percentile: 6.150197410583499
90th percentile: 13.137481880187991
95th percentile: 16.631124114990232
99th percentile: 19.426037902832032
mean time: 5.820153999328613
%s, retrying in %s seconds...
Received healthy response to inference request in 1.942063808441162s
Received healthy response to inference request in 2.0333449840545654s
Received healthy response to inference request in 2.340660572052002s
Received healthy response to inference request in 2.092971086502075s
Received healthy response to inference request in 2.3909170627593994s
5 requests
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5th percentile: 1.9603200435638428
10th percentile: 1.9785762786865235
20th percentile: 2.015088748931885
30th percentile: 2.0452702045440674
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50th percentile: 2.092971086502075
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80th percentile: 2.3507118701934813
90th percentile: 2.3708144664764403
95th percentile: 2.38086576461792
99th percentile: 2.3889068031311034
mean time: 2.159991502761841
Pipeline stage StressChecker completed in 42.61s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
Shutdown handler de-registered
chaiml-mistral31-24b-dp_49603_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2940.11s
Shutdown handler de-registered
chaiml-mistral31-24b-dp_49603_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-24b-dp_49603_v1 status is now torndown due to DeploymentManager action