developer_uid: zonemercy
submission_id: chaiml-ir-v3-3-dpo-irv0f_6371_v2
model_name: test
model_group: ChaiML/ir-v3-3-dpo_irv0f
status: torndown
timestamp: 2025-11-18T01:21:26+00:00
num_battles: 6806
num_wins: 3500
celo_rating: 1307.11
family_friendly_score: 0.43400000000000005
family_friendly_standard_error: 0.007009193962218481
submission_type: basic
model_repo: ChaiML/ir-v3-3-dpo_irv0fullpyg
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': 0.46010558443913274, 'latency_mean': 2.1732879424095155, 'latency_p50': 2.1783097982406616, 'latency_p90': 2.368584656715393}, {'batch_size': 2, 'throughput': 0.6695760040631856, 'latency_mean': 2.9827127480506896, 'latency_p50': 2.9736000299453735, 'latency_p90': 3.2314534902572634}, {'batch_size': 3, 'throughput': 0.8051065276781258, 'latency_mean': 3.7198326849937438, 'latency_p50': 3.706522583961487, 'latency_p90': 4.092664527893066}, {'batch_size': 4, 'throughput': 0.9006743557401231, 'latency_mean': 4.422530084848404, 'latency_p50': 4.440507292747498, 'latency_p90': 4.9873676776885985}, {'batch_size': 5, 'throughput': 0.9590562981001599, 'latency_mean': 5.194295066595077, 'latency_p50': 5.227298974990845, 'latency_p90': 5.800112223625183}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-3-dpo_irv0fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-14
win_ratio: 0.5142521304731119
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': ['\n', '</s>', 'You:', 'User:'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer
Waiting for job on chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer to finish
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-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-v3-3-dpo-irv0f-6371-v2-mkmlizer: Downloaded to shared memory in 51.166s
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_irv0fullpyg already exists in ChaiML
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1294n4io, device:0
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer
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chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Downloaded to shared memory in 50.693s
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_irv0fullpyg already exists in ChaiML
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp53fnydut, device:0
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: quantized model in 290.300s
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Processed model ChaiML/ir-v3-3-dpo_irv0fullpyg in 340.994s
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/config.json
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/tokenizer.json
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-irv0f-6371-v2/nvidia/flywheel_model.0.safetensors
Job chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer completed after 409.72s with status: succeeded
Stopping job with name chaiml-ir-v3-3-dpo-irv0f-6371-v2-mkmlizer
Pipeline stage MKMLizer completed in 636.40s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-3-dpo-irv0f-6371-v2
Waiting for inference service chaiml-ir-v3-3-dpo-irv0f-6371-v2 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', '')
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-v3-3-dpo-irv0f-6371-v2 ready after 161.1049952507019s
Pipeline stage MKMLDeployer completed in 161.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4000821113586426s
Received healthy response to inference request in 2.1029551029205322s
Received healthy response to inference request in 1.713327407836914s
Received healthy response to inference request in 2.0449368953704834s
Received healthy response to inference request in 2.165032148361206s
5 requests
0 failed requests
5th percentile: 1.779649305343628
10th percentile: 1.8459712028503419
20th percentile: 1.9786149978637695
30th percentile: 2.056540536880493
40th percentile: 2.0797478199005126
50th percentile: 2.1029551029205322
60th percentile: 2.1277859210968018
70th percentile: 2.1526167392730713
80th percentile: 2.212042140960693
90th percentile: 2.306062126159668
95th percentile: 2.3530721187591555
99th percentile: 2.390680112838745
mean time: 2.0852667331695556
Pipeline stage StressChecker completed in 11.77s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.77s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.01s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv0f_6371_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2919.74s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-irv0f_6371_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-3-dpo-irv0f_6371_v2 status is now torndown due to DeploymentManager action