developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_19566_v7
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-03T22:56:20+00:00
num_battles: 5893
num_wins: 2908
celo_rating: 1281.57
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine
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': 0.46288287490217356, 'latency_mean': 2.160271530151367, 'latency_p50': 2.159906268119812, 'latency_p90': 2.3587010860443116}, {'batch_size': 2, 'throughput': 0.6722268992216281, 'latency_mean': 2.9727768206596377, 'latency_p50': 2.9698855876922607, 'latency_p90': 3.2100124597549438}, {'batch_size': 3, 'throughput': 0.8170247840130482, 'latency_mean': 3.6700802755355837, 'latency_p50': 3.666871190071106, 'latency_p90': 4.018693923950195}, {'batch_size': 4, 'throughput': 0.9124225416559525, 'latency_mean': 4.365563962459564, 'latency_p50': 4.343756914138794, 'latency_p90': 4.959300303459168}, {'batch_size': 5, 'throughput': 0.969173916712855, 'latency_mean': 5.143226052522659, 'latency_p50': 5.152517914772034, 'latency_p90': 5.822387981414795}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-31
win_ratio: 0.49346682504666556
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': ['You:', '\n', 'User:', '</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-irv1-19566-v7-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: Downloaded to shared memory in 47.378s
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmmb0isvs, device:0
chaiml-ir-v4-1-dpo-irv1-19566-v7-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', '')
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-irv1-19566-v7-mkmlizer: quantized model in 288.662s
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine in 336.041s
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v7/nvidia/flywheel_model.0.safetensors
Job chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer completed after 407.76s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-19566-v7-mkmlizer
Pipeline stage MKMLizer completed in 408.28s
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-ir-v4-1-dpo-irv1-19566-v7
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-19566-v7 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-19566-v7 ready after 130.60475778579712s
Pipeline stage MKMLDeployer completed in 131.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.405733108520508s
Received healthy response to inference request in 1.8916773796081543s
Received healthy response to inference request in 1.9814915657043457s
Received healthy response to inference request in 2.1077003479003906s
Failed to get response for submission chaiml-ir-v0-1-sft-lr2_55482_v14: HTTPConnectionPool(host='chaiml-ir-v0-1-sft-lr2-55482-v14-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 1.9997308254241943s
5 requests
0 failed requests
5th percentile: 1.9096402168273925
10th percentile: 1.927603054046631
20th percentile: 1.9635287284851075
30th percentile: 1.9851394176483155
40th percentile: 1.9924351215362548
50th percentile: 1.9997308254241943
60th percentile: 2.042918634414673
70th percentile: 2.0861064434051513
80th percentile: 2.167306900024414
90th percentile: 2.286520004272461
95th percentile: 2.3461265563964844
99th percentile: 2.393811798095703
mean time: 2.0772666454315187
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 0.86s
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-irv1_19566_v7 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 5509.90s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v7 status is now torndown due to DeploymentManager action