developer_uid: huohuo12
submission_id: mistralai-mistral-nem_93303_v414
model_name: mistralai-mistral-nem_93303_v414
model_group: mistralai/Mistral-Nemo-I
status: torndown
timestamp: 2025-02-20T06:04:21+00:00
num_battles: 5824
num_wins: 2852
celo_rating: 1243.62
family_friendly_score: 0.6095999999999999
family_friendly_standard_error: 0.006899099071617974
submission_type: basic
model_repo: mistralai/Mistral-Nemo-Instruct-2407
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.603206003558101, 'latency_mean': 1.6577117729187012, 'latency_p50': 1.6770399808883667, 'latency_p90': 1.808114719390869}, {'batch_size': 3, 'throughput': 1.09986425685116, 'latency_mean': 2.717096529006958, 'latency_p50': 2.696772813796997, 'latency_p90': 3.0240023851394655}, {'batch_size': 5, 'throughput': 1.3285174928968266, 'latency_mean': 3.742389121055603, 'latency_p50': 3.747735619544983, 'latency_p90': 4.219993162155151}, {'batch_size': 6, 'throughput': 1.3850473909447687, 'latency_mean': 4.300530873537063, 'latency_p50': 4.359156966209412, 'latency_p90': 4.8495948076248165}, {'batch_size': 8, 'throughput': 1.4601195739769706, 'latency_mean': 5.449697068929672, 'latency_p50': 5.4077068567276, 'latency_p90': 6.089232921600342}, {'batch_size': 10, 'throughput': 1.5067106142609006, 'latency_mean': 6.586661896705627, 'latency_p50': 6.586079835891724, 'latency_p90': 7.407294678688049}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: mistralai-mistral-nem_93303_v414
is_internal_developer: False
language_model: mistralai/Mistral-Nemo-Instruct-2407
model_size: 13B
ranking_group: single
throughput_3p7s: 1.33
us_pacific_date: 2025-02-19
win_ratio: 0.4896978021978022
generation_params: {'temperature': 0.8, 'top_p': 0.95, 'min_p': 0.015, 'top_k': 60, 'presence_penalty': 0.5, 'frequency_penalty': 0.2, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
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 mistralai-mistral-nem-93303-v414-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v414-mkmlizer to finish
mistralai-mistral-nem-93303-v414-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v414-mkmlizer: ║     _____            __           __                                ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v414-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v414-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v414-mkmlizer: Downloaded to shared memory in 57.121s
mistralai-mistral-nem-93303-v414-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_ciuqftb, device:0
mistralai-mistral-nem-93303-v414-mkmlizer: Saving flywheel model at /dev/shm/model_cache
mistralai-mistral-nem-93303-v414-mkmlizer: quantized model in 39.402s
mistralai-mistral-nem-93303-v414-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 96.524s
mistralai-mistral-nem-93303-v414-mkmlizer: creating bucket guanaco-mkml-models
mistralai-mistral-nem-93303-v414-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v414-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414
mistralai-mistral-nem-93303-v414-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414/config.json
mistralai-mistral-nem-93303-v414-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414/special_tokens_map.json
mistralai-mistral-nem-93303-v414-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414/tokenizer_config.json
mistralai-mistral-nem-93303-v414-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414/tokenizer.json
mistralai-mistral-nem-93303-v414-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v414/flywheel_model.0.safetensors
Job mistralai-mistral-nem-93303-v414-mkmlizer completed after 124.8s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v414-mkmlizer
Pipeline stage MKMLizer completed in 125.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service mistralai-mistral-nem-93303-v414
Waiting for inference service mistralai-mistral-nem-93303-v414 to be ready
Failed to get response for submission chaiml-20250219-c-4epoc_80755_v1: HTTPConnectionPool(host='chaiml-20250219-c-4epoc-80755-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service mistralai-mistral-nem-93303-v414 ready after 191.25552225112915s
Pipeline stage MKMLDeployer completed in 191.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3237409591674805s
Received healthy response to inference request in 2.081584930419922s
Received healthy response to inference request in 2.0122556686401367s
Received healthy response to inference request in 1.5501453876495361s
Received healthy response to inference request in 1.5235862731933594s
5 requests
0 failed requests
5th percentile: 1.5288980960845948
10th percentile: 1.53420991897583
20th percentile: 1.5448335647583007
30th percentile: 1.6425674438476563
40th percentile: 1.8274115562438966
50th percentile: 2.0122556686401367
60th percentile: 2.0399873733520506
70th percentile: 2.067719078063965
80th percentile: 2.1300161361694334
90th percentile: 2.226878547668457
95th percentile: 2.275309753417969
99th percentile: 2.3140547180175783
mean time: 1.8982626438140868
Pipeline stage StressChecker completed in 10.68s
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 0.60s
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 0.87s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v414 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2628.74s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v414 status is now inactive due to auto deactivation removed underperforming models
mistralai-mistral-nem_93303_v414 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v414 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v414 status is now torndown due to DeploymentManager action