developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_40057_v8
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-04T06:41:12+00:00
num_battles: 5728
num_wins: 3004
celo_rating: 1310.95
family_friendly_score: 0.47519999999999996
family_friendly_standard_error: 0.007062364476575816
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-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': 0.46544659285282, 'latency_mean': 2.1483545207977297, 'latency_p50': 2.156924843788147, 'latency_p90': 2.3424556016922}, {'batch_size': 3, 'throughput': 0.8281113057612973, 'latency_mean': 3.6151063895225524, 'latency_p50': 3.60883629322052, 'latency_p90': 4.156609082221984}, {'batch_size': 5, 'throughput': 0.9999476936998373, 'latency_mean': 4.983543118238449, 'latency_p50': 5.016658186912537, 'latency_p90': 5.776040458679199}, {'batch_size': 6, 'throughput': 1.0478403414216977, 'latency_mean': 5.707476357221603, 'latency_p50': 5.714997291564941, 'latency_p90': 6.491569972038269}, {'batch_size': 10, 'throughput': 1.1472631769381036, 'latency_mean': 8.66887352347374, 'latency_p50': 8.646631836891174, 'latency_p90': 10.036007165908813}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-31
win_ratio: 0.5244413407821229
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': ['User:', 'You:', '\n', '</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-irv0-40057-v8-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v8-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-v4-1-dpo-irv0-40057-v8-mkmlizer: Downloaded to shared memory in 59.090s
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp779h_rc9, device:0
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: unable to retrieve container logs for containerd://a537bc37aec00620deab6
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Downloaded to shared memory in 46.094s
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3a32uxoo, device:0
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: quantized model in 290.554s
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 in 336.649s
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer completed after 396.31s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-40057-v8-mkmlizer
Pipeline stage MKMLizer completed in 743.81s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-40057-v8
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-40057-v8 to be ready
Failed to get response for submission chaiml-ir-v0-1-sft-lr2_55482_v16: HTTPConnectionPool(host='chaiml-ir-v0-1-sft-lr2-55482-v16-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-ir-v4-dpo-irv0-l_29534_v8: HTTPConnectionPool(host='chaiml-ir-v4-dpo-irv0-l-29534-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-ir-v4-1-dpo-irv0-40057-v8 ready after 130.46241807937622s
Pipeline stage MKMLDeployer completed in 131.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.499898910522461s
Received healthy response to inference request in 1.765575885772705s
Received healthy response to inference request in 1.830641269683838s
Received healthy response to inference request in 1.713693380355835s
Received healthy response to inference request in 1.8370952606201172s
5 requests
0 failed requests
5th percentile: 1.724069881439209
10th percentile: 1.734446382522583
20th percentile: 1.755199384689331
30th percentile: 1.7785889625549316
40th percentile: 1.8046151161193849
50th percentile: 1.830641269683838
60th percentile: 1.8332228660583496
70th percentile: 1.8358044624328613
80th percentile: 1.969655990600586
90th percentile: 2.2347774505615234
95th percentile: 2.367338180541992
99th percentile: 2.473386764526367
mean time: 1.9293809413909913
Pipeline stage StressChecker completed in 11.75s
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 0.65s
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 0.68s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v8 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2984.86s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_40057_v8 status is now torndown due to DeploymentManager action