developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v8
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-04T05:41:17+00:00
num_battles: 5767
num_wins: 3039
celo_rating: 1309.78
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01
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': 0.4667141889853304, 'latency_mean': 2.14251179933548, 'latency_p50': 2.1271926164627075, 'latency_p90': 2.3503532886505125}, {'batch_size': 2, 'throughput': 0.675103702070059, 'latency_mean': 2.9599411737918855, 'latency_p50': 2.9524041414260864, 'latency_p90': 3.198604702949524}, {'batch_size': 3, 'throughput': 0.810884545282807, 'latency_mean': 3.6953509080410005, 'latency_p50': 3.7051907777786255, 'latency_p90': 4.149278926849365}, {'batch_size': 4, 'throughput': 0.9120292722520755, 'latency_mean': 4.360843443870545, 'latency_p50': 4.326881766319275, 'latency_p90': 5.052424049377441}, {'batch_size': 5, 'throughput': 0.9721343819501868, 'latency_mean': 5.125662304162979, 'latency_p50': 5.10387909412384, 'latency_p90': 5.848543691635132}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-10-31
win_ratio: 0.5269637593202705
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', 'User:', 'You:', '</s>'], '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-v4-1-dpo-irv1-27949-v8-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: Downloaded to shared memory in 44.048s
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx88lgz1d, device:0
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v4-1-dpo-irv1-27949-v8-mkmlizer: quantized model in 287.082s
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 331.131s
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/tokenizer_config.json
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-v4-1-dpo-irv1-27949-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer completed after 468.12s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v8-mkmlizer
Pipeline stage MKMLizer completed in 468.68s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v8
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v8 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-v4-1-dpo-irv1-27949-v8 ready after 130.77317237854004s
Pipeline stage MKMLDeployer completed in 131.39s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3189549446105957s
Received healthy response to inference request in 1.6953768730163574s
Received healthy response to inference request in 2.0020666122436523s
Received healthy response to inference request in 1.9998395442962646s
Received healthy response to inference request in 1.7317516803741455s
5 requests
0 failed requests
5th percentile: 1.7026518344879151
10th percentile: 1.7099267959594726
20th percentile: 1.7244767189025878
30th percentile: 1.7853692531585694
40th percentile: 1.892604398727417
50th percentile: 1.9998395442962646
60th percentile: 2.00073037147522
70th percentile: 2.001621198654175
80th percentile: 2.0654442787170413
90th percentile: 2.1921996116638183
95th percentile: 2.2555772781372068
99th percentile: 2.3062794113159177
mean time: 1.9495979309082032
Pipeline stage StressChecker completed in 11.66s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.81s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.78s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v8 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 4690.45s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v8 status is now torndown due to DeploymentManager action