chaiml-ir-v4-dpo-irv0-_29534

developer_uid: chai_backend_admin
submission_id: chaiml-ir-v4-dpo-irv0-_29534_v10
model_name: toml
model_group: ChaiML/ir-v4-dpo_irv0-lr
status: torndown
timestamp: 2025-12-02T19:26:07+00:00
num_battles: 5871
num_wins: 3002
celo_rating: 1307.12
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
display_name: toml
is_internal_developer: True
language_model: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.511326860841424
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:', '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-dpo-irv0-29534-v10-mkmlizer
Waiting for job on chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer to finish
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: Downloaded to shared memory in 51.224s
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: Checking if ChaiML/ir-v4-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_u47yjom, device:0
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-cai-real-v3-cosi_14588_v4: ('http://chaiml-cai-real-v3-cosi-14588-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-02f4-69d4-linear-w01_v44: ('http://chaiml-02f4-69d4-linear-w01-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3-cosi_14588_v4: ('http://chaiml-cai-real-v3-cosi-14588-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: The tokenizer you are loading from '/tmp/tmp_u47yjom' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: quantized model in 276.639s
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: Processed model ChaiML/ir-v4-dpo_irv0-lr5e6b01 in 327.863s
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/config.json
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/special_tokens_map.json
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/tokenizer_config.json
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/tokenizer.json
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-29534-v10/nvidia/flywheel_model.0.safetensors
Job chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer completed after 422.45s with status: succeeded
Stopping job with name chaiml-ir-v4-dpo-irv0-29534-v10-mkmlizer
Pipeline stage MKMLizer completed in 423.41s
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-v4-dpo-irv0-29534-v10
Waiting for inference service chaiml-ir-v4-dpo-irv0-29534-v10 to be ready
Inference service chaiml-ir-v4-dpo-irv0-29534-v10 ready after 171.34216332435608s
Pipeline stage MKMLDeployer completed in 172.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6093921661376953s
Received healthy response to inference request in 2.589327573776245s
Received healthy response to inference request in 2.3197848796844482s
Received healthy response to inference request in 2.337820053100586s
Received healthy response to inference request in 2.146716594696045s
5 requests
0 failed requests
5th percentile: 2.1813302516937254
10th percentile: 2.2159439086914063
20th percentile: 2.2851712226867678
30th percentile: 2.323391914367676
40th percentile: 2.330605983734131
50th percentile: 2.337820053100586
60th percentile: 2.4384230613708495
70th percentile: 2.539026069641113
80th percentile: 2.5933404922485352
90th percentile: 2.601366329193115
95th percentile: 2.605379247665405
99th percentile: 2.6085895824432375
mean time: 2.400608253479004
Pipeline stage StressChecker completed in 13.35s
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 0.67s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-_29534_v10 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-dpo-irv0-29534-v10-profiler
Waiting for inference service chaiml-ir-v4-dpo-irv0-29534-v10-profiler to be ready
Shutdown handler registered
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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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-ir-v4-dpo-irv0-29534-v10-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-ir-v4-dpo-irv0-29534-v10-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-ir-v4-dpo-irv0-29534-v10-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered