developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v4
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T22:41:17+00:00
num_battles: 6198
num_wins: 3218
celo_rating: 1299.12
family_friendly_score: 0.46740000000000004
family_friendly_standard_error: 0.007056022108808901
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': 0.4615033021603681, 'latency_mean': 2.166708608865738, 'latency_p50': 2.160069227218628, 'latency_p90': 2.381302499771118}, {'batch_size': 2, 'throughput': 0.6782593717121399, 'latency_mean': 2.9453208947181704, 'latency_p50': 2.957624077796936, 'latency_p90': 3.1942205905914305}, {'batch_size': 3, 'throughput': 0.8070975703561472, 'latency_mean': 3.7004933166503906, 'latency_p50': 3.703043818473816, 'latency_p90': 4.1082906246185305}, {'batch_size': 4, 'throughput': 0.9084109458166796, 'latency_mean': 4.391513037681579, 'latency_p50': 4.387033581733704, 'latency_p90': 4.946057105064392}, {'batch_size': 5, 'throughput': 0.9701861387640254, 'latency_mean': 5.123932856321335, 'latency_p50': 5.1258305311203, 'latency_p90': 5.970799922943115}]
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: 2025-10-30
win_ratio: 0.5191997418522104
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:', 'User:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-v4-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer to finish
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chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Version: 0.30.2 ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ https://mk1.ai ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ belonging to: ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Chai Research Corp. ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: Downloaded to shared memory in 46.442s
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8t581l_i, device:0
chaiml-ir-v4-1-dpo-irv1-27949-v4-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-v4-mkmlizer: quantized model in 284.919s
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 331.362s
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer completed after 400.3s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v4-mkmlizer
Pipeline stage MKMLizer completed in 400.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v4
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v4 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-27949-v4 ready after 131.04148721694946s
Pipeline stage MKMLDeployer completed in 131.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5309293270111084s
Received healthy response to inference request in 1.8575539588928223s
Received healthy response to inference request in 1.7143807411193848s
Received healthy response to inference request in 1.6491456031799316s
Received healthy response to inference request in 2.11049222946167s
5 requests
0 failed requests
5th percentile: 1.6621926307678223
10th percentile: 1.675239658355713
20th percentile: 1.701333713531494
30th percentile: 1.7430153846740724
40th percentile: 1.8002846717834473
50th percentile: 1.8575539588928223
60th percentile: 1.9587292671203613
70th percentile: 2.0599045753479004
80th percentile: 2.194579648971558
90th percentile: 2.362754487991333
95th percentile: 2.4468419075012204
99th percentile: 2.5141118431091307
mean time: 1.9725003719329834
Pipeline stage StressChecker completed in 11.49s
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 0.68s
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 1.87s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v4-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v4-profiler to be ready
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 3130.60s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv1_27949_v4 status is now torndown due to DeploymentManager action