chaiml-ir-v4-2-dpo-irv0_95038

developer_uid: zonemercy
submission_id: chaiml-ir-v4-2-dpo-irv0_95038_v2
model_name: test
model_group: ChaiML/ir-v4-2-dpo_irv0-
status: torndown
timestamp: 2025-11-06T05:21:13+00:00
num_battles: 6564
num_wins: 3294
celo_rating: 1294.72
family_friendly_score: 0.475
family_friendly_standard_error: 0.007062223445912767
submission_type: basic
model_repo: ChaiML/ir-v4-2-dpo_irv0-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': 0.4617877194837804, 'latency_mean': 2.1653969836235047, 'latency_p50': 2.1643069982528687, 'latency_p90': 2.3571152448654176}, {'batch_size': 2, 'throughput': 0.667333357665741, 'latency_mean': 2.989987179040909, 'latency_p50': 3.0182018280029297, 'latency_p90': 3.2603801012039186}, {'batch_size': 3, 'throughput': 0.8012212247993548, 'latency_mean': 3.7253638851642608, 'latency_p50': 3.7461034059524536, 'latency_p90': 4.042598247528076}, {'batch_size': 4, 'throughput': 0.8967194066078779, 'latency_mean': 4.444580821990967, 'latency_p50': 4.438226342201233, 'latency_p90': 5.070160675048828}, {'batch_size': 5, 'throughput': 0.9574465147912351, 'latency_mean': 5.197463518381118, 'latency_p50': 5.202847123146057, 'latency_p90': 5.961908173561096}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-2-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-02
win_ratio: 0.5018281535648994
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-v4-2-dpo-irv0-95038-v2-mkmlizer
Waiting for job on chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer to finish
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: Downloaded to shared memory in 58.983s
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: Checking if ChaiML/ir-v4-2-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg_xfzm3w, device:0
chaiml-ir-v4-2-dpo-irv0-95038-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', '')
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: quantized model in 285.594s
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: Processed model ChaiML/ir-v4-2-dpo_irv0-lr5e6b01-cosine in 344.578s
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/config.json
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/special_tokens_map.json
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/tokenizer.json
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-95038-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer completed after 398.77s with status: succeeded
Stopping job with name chaiml-ir-v4-2-dpo-irv0-95038-v2-mkmlizer
Pipeline stage MKMLizer completed in 405.67s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-2-dpo-irv0-95038-v2
Waiting for inference service chaiml-ir-v4-2-dpo-irv0-95038-v2 to be ready
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', '')
Inference service chaiml-ir-v4-2-dpo-irv0-95038-v2 ready after 130.810932636261s
Pipeline stage MKMLDeployer completed in 131.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.390662431716919s
Received healthy response to inference request in 1.7507431507110596s
Received healthy response to inference request in 1.8435966968536377s
Received healthy response to inference request in 1.7791054248809814s
Received healthy response to inference request in 1.8500275611877441s
5 requests
0 failed requests
5th percentile: 1.756415605545044
10th percentile: 1.7620880603790283
20th percentile: 1.773432970046997
30th percentile: 1.7920036792755127
40th percentile: 1.817800188064575
50th percentile: 1.8435966968536377
60th percentile: 1.8461690425872803
70th percentile: 1.848741388320923
80th percentile: 1.9581545352935792
90th percentile: 2.174408483505249
95th percentile: 2.282535457611084
99th percentile: 2.369037036895752
mean time: 1.9228270530700684
Pipeline stage StressChecker completed in 11.59s
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 0.71s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv0_95038_v2 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 0.10s
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-v4-2-dpo-irv0-95038-v2-profiler
Waiting for inference service chaiml-ir-v4-2-dpo-irv0-95038-v2-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 2969.74s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv0_95038_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-2-dpo-irv0_95038_v2 status is now torndown due to DeploymentManager action