chaiml-ir-v3-4-dpo-irv13

developer_uid: chai_backend_admin

submission_id: chaiml-ir-v3-4-dpo-irv13_v1

model_name: training123

model_group: ChaiML/ir-v3-4-dpo_irv13

status: torndown

timestamp: 2025-11-17T12:36:34+00:00

num_battles: 5751

num_wins: 3009

celo_rating: 1299.61

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/ir-v3-4-dpo_irv13

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.37777757487190217, 'latency_mean': 2.646936151981354, 'latency_p50': 2.6413522958755493, 'latency_p90': 2.9023810625076294}, {'batch_size': 2, 'throughput': 0.5618148081111352, 'latency_mean': 3.5537982535362245, 'latency_p50': 3.5455870628356934, 'latency_p90': 3.8777643203735352}, {'batch_size': 3, 'throughput': 0.6865429283791621, 'latency_mean': 4.362049190998078, 'latency_p50': 4.38407838344574, 'latency_p90': 4.886076712608337}, {'batch_size': 4, 'throughput': 0.7785875243663154, 'latency_mean': 5.128646768331528, 'latency_p50': 5.1219117641448975, 'latency_p90': 5.7224822521209715}, {'batch_size': 5, 'throughput': 0.8416403070142308, 'latency_mean': 5.911691792011261, 'latency_p50': 5.935576558113098, 'latency_p90': 6.672145414352417}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ir-v3-4-dpo_irv13

model_size: 24B

ranking_group: single

throughput_3p7s: 0.59

us_pacific_date: 2025-11-14

win_ratio: 0.5232133541992697

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', 'User:', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}

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-ir-v3-4-dpo-irv13-v1-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: quantized model in 41.341s
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13 in 150.285s
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/config.json
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/flywheel_model.0.safetensors
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v1/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer: 
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Job chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer completed after 197.52s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv13-v1-mkmlizer
Pipeline stage MKMLizer completed in 198.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv13-v1
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-v1 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-ir-v3-4-dpo-irv13-v1 ready after 151.05781626701355s
Pipeline stage MKMLDeployer completed in 151.67s
run pipeline stage %s
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 2.6050591468811035s
Received healthy response to inference request in 2.159900426864624s
Received healthy response to inference request in 2.1338083744049072s
Received healthy response to inference request in 2.4677534103393555s
5 requests
1 failed requests
5th percentile: 2.1390267848968505
10th percentile: 2.1442451953887938
20th percentile: 2.1546820163726808
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80th percentile: 6.117464447021487
90th percentile: 13.142275047302249
95th percentile: 16.654680347442625
99th percentile: 19.46460458755493
mean time: 5.906721401214599
%s, retrying in %s seconds...
Received healthy response to inference request in 2.257205009460449s
Received healthy response to inference request in 2.589961051940918s
Received healthy response to inference request in 3.0974068641662598s
Received healthy response to inference request in 2.2230939865112305s
Received healthy response to inference request in 2.3609800338745117s
5 requests
0 failed requests
5th percentile: 2.2299161911010743
10th percentile: 2.236738395690918
20th percentile: 2.2503828048706054
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90th percentile: 2.894428539276123
95th percentile: 2.9959177017211913
99th percentile: 3.0771090316772463
mean time: 2.505729389190674
Pipeline stage StressChecker completed in 45.30s
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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 5197.60s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_v1 status is now torndown due to DeploymentManager action