developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_19566_v9
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-04T17:26:16+00:00
num_battles: 6793
num_wins: 3454
celo_rating: 1297.34
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.46124051940731087, 'latency_mean': 2.167965921163559, 'latency_p50': 2.1703017950057983, 'latency_p90': 2.3669804334640503}, {'batch_size': 2, 'throughput': 0.6722434773895013, 'latency_mean': 2.970990265607834, 'latency_p50': 2.982354760169983, 'latency_p90': 3.1945622682571413}, {'batch_size': 3, 'throughput': 0.8068140010385987, 'latency_mean': 3.7151667976379397, 'latency_p50': 3.702771306037903, 'latency_p90': 4.128654098510741}, {'batch_size': 4, 'throughput': 0.8983064003120945, 'latency_mean': 4.437144932746887, 'latency_p50': 4.479906439781189, 'latency_p90': 5.145559692382813}, {'batch_size': 5, 'throughput': 0.9595198261095422, 'latency_mean': 5.20155305981636, 'latency_p50': 5.216001272201538, 'latency_p90': 5.9696817874908445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-01
win_ratio: 0.5084645959075519
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>', 'User:', '\n', 'You:'], '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-v4-1-dpo-irv1-19566-v9-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer to finish
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chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Version: 0.30.2 ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ https://mk1.ai ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ belonging to: ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Chai Research Corp. ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ║ ║
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: Downloaded to shared memory in 44.197s
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3aax3yoa, device:0
chaiml-ir-v4-1-dpo-irv1-19566-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-v4-1-dpo-irv1-19566-v9-mkmlizer: quantized model in 286.422s
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine in 330.620s
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer completed after 523.75s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-19566-v9-mkmlizer
Pipeline stage MKMLizer completed in 524.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.58s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-19566-v9
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-19566-v9 to be ready
Failed to get response for submission chaiml-ir-v4-1-dpo-irv1_27949_v9: HTTPConnectionPool(host='chaiml-ir-v4-1-dpo-irv1-27949-v9-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-ir-v4-1-dpo-irv1-19566-v9 ready after 262.3452835083008s
Pipeline stage MKMLDeployer completed in 263.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4145736694335938s
Received healthy response to inference request in 1.898418664932251s
Received healthy response to inference request in 2.0097761154174805s
Failed to get response for submission chaiml-ir-v1-3-sft-adj_65815_v10: HTTPConnectionPool(host='chaiml-ir-v1-3-sft-adj-65815-v10-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 1.949556827545166s
Received healthy response to inference request in 1.7277841567993164s
5 requests
0 failed requests
5th percentile: 1.7619110584259032
10th percentile: 1.7960379600524903
20th percentile: 1.8642917633056642
30th percentile: 1.908646297454834
40th percentile: 1.9291015625
50th percentile: 1.949556827545166
60th percentile: 1.9736445426940918
70th percentile: 1.9977322578430177
80th percentile: 2.0907356262207033
90th percentile: 2.2526546478271485
95th percentile: 2.333614158630371
99th percentile: 2.3983817672729493
mean time: 2.0000218868255617
Pipeline stage StressChecker completed in 11.66s
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 0.72s
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 0.93s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v9 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5331.97s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v9 status is now torndown due to DeploymentManager action