chaiml-ir-v3-1-dpo-irv1_56950

developer_uid: zonemercy
submission_id: chaiml-ir-v3-1-dpo-irv1_56950_v9
model_name: test
model_group: ChaiML/ir-v3-1-dpo_irv13
status: torndown
timestamp: 2025-11-04T17:26:16+00:00
num_battles: 6563
num_wins: 3339
celo_rating: 1298.45
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
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': 0.4673577787374087, 'latency_mean': 2.1395732033252717, 'latency_p50': 2.1385315656661987, 'latency_p90': 2.355579686164856}, {'batch_size': 2, 'throughput': 0.6831485054063628, 'latency_mean': 2.9272583317756653, 'latency_p50': 2.9387956857681274, 'latency_p90': 3.176018404960632}, {'batch_size': 3, 'throughput': 0.8225127859111175, 'latency_mean': 3.6440169429779052, 'latency_p50': 3.658121943473816, 'latency_p90': 4.033082485198975}, {'batch_size': 4, 'throughput': 0.921569625213648, 'latency_mean': 4.331694434881211, 'latency_p50': 4.338370323181152, 'latency_p90': 5.027809309959411}, {'batch_size': 5, 'throughput': 0.9748738968300908, 'latency_mean': 5.096020138263702, 'latency_p50': 5.087802410125732, 'latency_p90': 5.873854446411133}]
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: 0.83
us_pacific_date: 2025-11-01
win_ratio: 0.5087612372390675
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': ['\n', 'User:', 'You:', '</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-v3-1-dpo-irv1-56950-v9-mkmlizer
Waiting for job on chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer to finish
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: Downloaded to shared memory in 48.540s
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: Checking if ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjuyesbyo, device:0
chaiml-ir-v3-1-dpo-irv1-56950-v9-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-v9-mkmlizer: quantized model in 282.884s
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: Processed model ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 in 331.425s
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/config.json
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/tokenizer_config.json
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/special_tokens_map.json
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/tokenizer.json
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/flywheel_model.0.safetensors
chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v9/nvidia/flywheel_model.1.safetensors
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Job chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer completed after 553.96s with status: succeeded
Stopping job with name chaiml-ir-v3-1-dpo-irv1-56950-v9-mkmlizer
Pipeline stage MKMLizer completed in 554.58s
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-v3-1-dpo-irv1-56950-v9
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v9 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', '')
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-v3-1-dpo-irv1-56950-v9 ready after 271.6342568397522s
Pipeline stage MKMLDeployer completed in 272.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3400540351867676s
Received healthy response to inference request in 1.784764289855957s
Received healthy response to inference request in 1.8088922500610352s
Received healthy response to inference request in 1.911686658859253s
Received healthy response to inference request in 2.0909273624420166s
5 requests
0 failed requests
5th percentile: 1.7895898818969727
10th percentile: 1.7944154739379883
20th percentile: 1.8040666580200195
30th percentile: 1.8294511318206788
40th percentile: 1.8705688953399657
50th percentile: 1.911686658859253
60th percentile: 1.9833829402923584
70th percentile: 2.055079221725464
80th percentile: 2.1407526969909667
90th percentile: 2.2404033660888674
95th percentile: 2.2902287006378175
99th percentile: 2.3300889682769776
mean time: 1.987264919281006
Pipeline stage StressChecker completed in 11.94s
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 0.69s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v9 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-1-dpo-irv1-56950-v9-profiler
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v9-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5036.33s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v9 status is now torndown due to DeploymentManager action