chaiml-ir-v3-3-dpo-qcld

developer_uid: zonemercy
submission_id: chaiml-ir-v3-3-dpo-qcld_v2
model_name: test
model_group: ChaiML/ir-v3-3-dpo_qcld
status: torndown
timestamp: 2025-11-18T01:01:27+00:00
num_battles: 5381
num_wins: 2694
celo_rating: 1289.93
family_friendly_score: 0.5064
family_friendly_standard_error: 0.007070488526261817
submission_type: basic
model_repo: ChaiML/ir-v3-3-dpo_qcld
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': 0.4629681955474817, 'latency_mean': 2.1598738074302672, 'latency_p50': 2.1650208234786987, 'latency_p90': 2.371518683433533}, {'batch_size': 2, 'throughput': 0.6811558692679475, 'latency_mean': 2.9341383945941923, 'latency_p50': 2.9491779804229736, 'latency_p90': 3.171492886543274}, {'batch_size': 3, 'throughput': 0.8210301314864026, 'latency_mean': 3.6441994774341584, 'latency_p50': 3.6644176244735718, 'latency_p90': 4.286252570152283}, {'batch_size': 4, 'throughput': 0.9254982793042206, 'latency_mean': 4.314726526737213, 'latency_p50': 4.304416060447693, 'latency_p90': 4.858665251731872}, {'batch_size': 5, 'throughput': 0.9782167912968898, 'latency_mean': 5.092509126663208, 'latency_p50': 5.063658237457275, 'latency_p90': 5.976801514625549}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-3-dpo_qcld
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-14
win_ratio: 0.5006504367217989
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:', '</s>', 'You:', '\n'], '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-v3-3-dpo-qcld-v2-mkmlizer
Waiting for job on chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer to finish
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: Downloaded to shared memory in 49.767s
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: Checking if ChaiML/ir-v3-3-dpo_qcld already exists in ChaiML
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9jxhxe8c, device:0
chaiml-ir-v3-3-dpo-qcld-v2-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-v3-3-dpo-qcld-v2-mkmlizer: quantized model in 291.492s
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: Processed model ChaiML/ir-v3-3-dpo_qcld in 341.259s
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/config.json
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/special_tokens_map.json
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/tokenizer_config.json
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/tokenizer.json
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-3-dpo-qcld-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer completed after 409.65s with status: succeeded
Stopping job with name chaiml-ir-v3-3-dpo-qcld-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.58s
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-v3-3-dpo-qcld-v2
Waiting for inference service chaiml-ir-v3-3-dpo-qcld-v2 to be ready
Inference service chaiml-ir-v3-3-dpo-qcld-v2 ready after 160.85682225227356s
Pipeline stage MKMLDeployer completed in 161.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1865174770355225s
Received healthy response to inference request in 1.7847177982330322s
Received healthy response to inference request in 1.7701435089111328s
Received healthy response to inference request in 1.8332791328430176s
Received healthy response to inference request in 1.719757318496704s
5 requests
0 failed requests
5th percentile: 1.7298345565795898
10th percentile: 1.7399117946624756
20th percentile: 1.760066270828247
30th percentile: 1.7730583667755127
40th percentile: 1.7788880825042725
50th percentile: 1.7847177982330322
60th percentile: 1.8041423320770265
70th percentile: 1.8235668659210205
80th percentile: 1.9039268016815187
90th percentile: 2.0452221393585206
95th percentile: 2.1158698081970213
99th percentile: 2.172387943267822
mean time: 1.8588830471038817
Pipeline stage StressChecker completed in 10.67s
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 0.69s
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 0.75s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-qcld_v2 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2834.45s
Shutdown handler de-registered
chaiml-ir-v3-3-dpo-qcld_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-3-dpo-qcld_v2 status is now torndown due to DeploymentManager action