developer_uid: zonemercy
submission_id: chaiml-ir-v3-1-dpo-irv1_56950_v4
model_name: test
model_group: ChaiML/ir-v3-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T22:41:17+00:00
num_battles: 6133
num_wins: 3162
celo_rating: 1295.31
family_friendly_score: 0.4212
family_friendly_standard_error: 0.006982700910106346
submission_type: basic
model_repo: ChaiML/ir-v3-1-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': 0.4569264626936594, 'latency_mean': 2.1884100139141083, 'latency_p50': 2.1854218244552612, 'latency_p90': 2.387324357032776}, {'batch_size': 2, 'throughput': 0.6712711876348332, 'latency_mean': 2.9749120378494265, 'latency_p50': 2.9872370958328247, 'latency_p90': 3.1964502573013305}, {'batch_size': 3, 'throughput': 0.8072307575630279, 'latency_mean': 3.710719861984253, 'latency_p50': 3.7214959859848022, 'latency_p90': 4.0045777559280396}, {'batch_size': 4, 'throughput': 0.9012568387763757, 'latency_mean': 4.427368206977844, 'latency_p50': 4.440531015396118, 'latency_p90': 4.992905950546264}, {'batch_size': 5, 'throughput': 0.9547529187881211, 'latency_mean': 5.206987744569778, 'latency_p50': 5.235966205596924, 'latency_p90': 5.856017398834228}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-10-30
win_ratio: 0.5155714984510028
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': ['</s>', 'You:', 'User:'], '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-v3-1-dpo-irv1-56950-v4-mkmlizer
Waiting for job on chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer to finish
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: Downloaded to shared memory in 48.674s
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: Checking if ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3g9ldqgy, device:0
chaiml-ir-v3-1-dpo-irv1-56950-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-v3-1-dpo-irv1-56950-v4-mkmlizer: quantized model in 285.831s
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: Processed model ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 in 334.505s
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/config.json
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/special_tokens_map.json
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/tokenizer_config.json
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/tokenizer.json
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer completed after 399.26s with status: succeeded
Stopping job with name chaiml-ir-v3-1-dpo-irv1-56950-v4-mkmlizer
Pipeline stage MKMLizer completed in 399.84s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-1-dpo-irv1-56950-v4
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v4 to be ready
Failed to get response for submission chaiml-cai-v1-dpo-instr_73326_v4: ('http://chaiml-cai-v1-dpo-instr-73326-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:57598->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-ir-v3-1-dpo-irv1-56950-v4 ready after 130.91219878196716s
Pipeline stage MKMLDeployer completed in 131.59s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7130720615386963s
Received healthy response to inference request in 1.8202171325683594s
Received healthy response to inference request in 1.7177152633666992s
Received healthy response to inference request in 1.9729962348937988s
Received healthy response to inference request in 1.8297803401947021s
5 requests
0 failed requests
5th percentile: 1.7382156372070312
10th percentile: 1.7587160110473632
20th percentile: 1.7997167587280274
30th percentile: 1.822129774093628
40th percentile: 1.825955057144165
50th percentile: 1.8297803401947021
60th percentile: 1.887066698074341
70th percentile: 1.9443530559539794
80th percentile: 2.1210114002227787
90th percentile: 2.4170417308807375
95th percentile: 2.5650568962097164
99th percentile: 2.6834690284729
mean time: 2.0107562065124513
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 0.74s
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 0.70s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_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 0.12s
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-v3-1-dpo-irv1-56950-v4-profiler
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-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 2945.03s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-1-dpo-irv1_56950_v4 status is now torndown due to DeploymentManager action