chaiml-mistral31-cpos1-e_9084

developer_uid: NischayDnk

submission_id: chaiml-mistral31-cpos1-e_9084_v5

model_name: chaiml-mistral31-cpos1-e_9084_v5

model_group: ChaiML/mistral31-cpos1-e

status: torndown

timestamp: 2025-06-26T20:26:26+00:00

num_battles: 8252

num_wins: 4326

celo_rating: 1306.81

family_friendly_score: 0.45399999999999996

family_friendly_standard_error: 0.0070410794626960425

submission_type: basic

model_repo: ChaiML/mistral31-cpos1-exp1-sft1306-6kpref-1024-lowlr

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 6

max_input_tokens: 1536

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.48165472653646624, 'latency_mean': 2.076081565618515, 'latency_p50': 2.075170636177063, 'latency_p90': 2.274240231513977}, {'batch_size': 3, 'throughput': 0.9421806250747776, 'latency_mean': 3.1728436064720156, 'latency_p50': 3.151624917984009, 'latency_p90': 3.4983975410461423}, {'batch_size': 5, 'throughput': 1.1842100703032827, 'latency_mean': 4.191043606996536, 'latency_p50': 4.159314870834351, 'latency_p90': 4.706165480613708}, {'batch_size': 6, 'throughput': 1.2582719232741355, 'latency_mean': 4.73404202580452, 'latency_p50': 4.736814260482788, 'latency_p90': 5.334820675849914}, {'batch_size': 8, 'throughput': 1.3730261885550028, 'latency_mean': 5.773700625896454, 'latency_p50': 5.747090101242065, 'latency_p90': 6.491146588325501}, {'batch_size': 10, 'throughput': 1.4366685521603269, 'latency_mean': 6.897793908119201, 'latency_p50': 6.912881851196289, 'latency_p90': 7.67876660823822}]

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

display_name: chaiml-mistral31-cpos1-e_9084_v5

is_internal_developer: False

language_model: ChaiML/mistral31-cpos1-exp1-sft1306-6kpref-1024-lowlr

model_size: 24B

ranking_group: single

throughput_3p7s: 1.09

us_pacific_date: 2025-06-26

win_ratio: 0.5242365487154629

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1536, 'best_of': 6, '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-cpos1-e-9084-v5-mkmlizer
Waiting for job on chaiml-mistral31-cpos1-e-9084-v5-mkmlizer to finish
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║                                                                     ║
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chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║                                                                     ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║                                                                     ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║                                                                     ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ║                                                                     ║
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: Downloaded to shared memory in 94.444s
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: Checking if ChaiML/mistral31-cpos1-exp1-sft1306-6kpref-1024-lowlr already exists in ChaiML
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprea_nar1, device:0
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: quantized model in 49.781s
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: Processed model ChaiML/mistral31-cpos1-exp1-sft1306-6kpref-1024-lowlr in 144.225s
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5/special_tokens_map.json
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5/config.json
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5/tokenizer_config.json
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5/flywheel_model.1.safetensors
chaiml-mistral31-cpos1-e-9084-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-cpos1-e-9084-v5/flywheel_model.0.safetensors
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Job chaiml-mistral31-cpos1-e-9084-v5-mkmlizer completed after 176.14s with status: succeeded
Stopping job with name chaiml-mistral31-cpos1-e-9084-v5-mkmlizer
Pipeline stage MKMLizer completed in 176.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-cpos1-e-9084-v5
Waiting for inference service chaiml-mistral31-cpos1-e-9084-v5 to be ready
Inference service chaiml-mistral31-cpos1-e-9084-v5 ready after 150.5321068763733s
Pipeline stage MKMLDeployer completed in 151.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6194634437561035s
Received healthy response to inference request in 1.8879859447479248s
Received healthy response to inference request in 2.0187504291534424s
Received healthy response to inference request in 1.7845635414123535s
{"detail":"HTTPConnectionPool(host='chaiml-mistral31-cpos1-e-9084-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x771de4664510>, 'Connection to chaiml-mistral31-cpos1-e-9084-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))"}
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 1.8052480220794678
10th percentile: 1.825932502746582
20th percentile: 1.8673014640808105
30th percentile: 1.9141388416290284
40th percentile: 1.9664446353912353
50th percentile: 2.0187504291534424
60th percentile: 2.2590356349945067
70th percentile: 2.4993208408355714
80th percentile: 4.553723478317263
90th percentile: 8.422243547439576
95th percentile: 10.35650358200073
99th percentile: 11.903911609649658
mean time: 4.120305395126342
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0823774337768555s
Received healthy response to inference request in 1.9850282669067383s
Received healthy response to inference request in 2.0236542224884033s
Received healthy response to inference request in 2.137707233428955s
Received healthy response to inference request in 2.1750173568725586s
5 requests
0 failed requests
5th percentile: 1.9927534580230712
10th percentile: 2.000478649139404
20th percentile: 2.01592903137207
30th percentile: 2.0353988647460937
40th percentile: 2.058888149261475
50th percentile: 2.0823774337768555
60th percentile: 2.1045093536376953
70th percentile: 2.126641273498535
80th percentile: 2.145169258117676
90th percentile: 2.160093307495117
95th percentile: 2.167555332183838
99th percentile: 2.1735249519348145
mean time: 2.080756902694702
Pipeline stage StressChecker completed in 34.11s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.70s
Shutdown handler de-registered
chaiml-mistral31-cpos1-e_9084_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral31-cpos1-e-9084-v5-profiler
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3209.41s
Shutdown handler de-registered
chaiml-mistral31-cpos1-e_9084_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-cpos1-e_9084_v5 status is now torndown due to DeploymentManager action