submission_id: nitral-ai-domain-fusion-l3-8b_v3
developer_uid: Nitral-AI
status: inactive
model_repo: Nitral-AI/Domain-Fusion-L3-8B
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 512, 'best_of': 16, '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}
reward_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}
timestamp: 2024-06-20T15:00:50+00:00
model_name: nitral-ai-domain-fusion-chatml
model_group: Nitral-AI/Domain-Fusion-
num_battles: 29694
num_wins: 15659
celo_rating: 1204.7
propriety_score: 0.6981864370898313
propriety_total_count: 14171.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-domain-fusion-chatml
ineligible_reason: None
language_model: Nitral-AI/Domain-Fusion-L3-8B
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-20
win_ratio: 0.5273455917020273
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-domain-fusion-l3-8b-v3-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v3-mkmlizer to finish
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║ Version: 0.8.14 ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
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nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: warnings.warn(warning_message, FutureWarning)
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Downloaded to shared memory in 25.115s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 1%| | 2/291 [00:04<10:13, 2.12s/it] Loading 0: 5%|▌ | 15/291 [00:04<00:59, 4.67it/s] Loading 0: 11%|█ | 32/291 [00:04<00:21, 11.95it/s] Loading 0: 17%|█▋ | 49/291 [00:04<00:11, 21.23it/s] Loading 0: 21%|██▏ | 62/291 [00:05<00:09, 22.90it/s] Loading 0: 26%|██▋ | 77/291 [00:05<00:06, 32.87it/s] Loading 0: 32%|███▏ | 94/291 [00:05<00:04, 46.25it/s] Loading 0: 37%|███▋ | 109/291 [00:05<00:03, 58.94it/s] Loading 0: 42%|████▏ | 123/291 [00:05<00:02, 70.37it/s] Loading 0: 48%|████▊ | 140/291 [00:05<00:01, 87.77it/s] Loading 0: 54%|█████▍ | 158/291 [00:05<00:01, 103.36it/s] Loading 0: 59%|█████▉ | 173/291 [00:06<00:01, 66.15it/s] Loading 0: 64%|██████▍ | 186/291 [00:06<00:01, 74.85it/s] Loading 0: 70%|██████▉ | 203/291 [00:06<00:00, 90.96it/s] Loading 0: 76%|███████▌ | 220/291 [00:06<00:00, 105.87it/s] Loading 0: 81%|████████ | 235/291 [00:06<00:00, 114.74it/s] Loading 0: 86%|████████▌ | 250/291 [00:06<00:00, 120.08it/s] Loading 0: 91%|█████████▏| 266/291 [00:07<00:00, 70.99it/s] Loading 0: 97%|█████████▋| 283/291 [00:07<00:00, 86.70it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: quantized model in 19.715s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Processed model Nitral-AI/Domain-Fusion-L3-8B in 45.948s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/flywheel_model.0.safetensors
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: warnings.warn(
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: warnings.warn(
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: warnings.warn(
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: return self.fget.__get__(instance, owner)()
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving duration: 0.316s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 6.478s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/merges.txt
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/vocab.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/reward.tensors
Job nitral-ai-domain-fusion-l3-8b-v3-mkmlizer completed after 74.0s with status: succeeded
Stopping job with name nitral-ai-domain-fusion-l3-8b-v3-mkmlizer
Pipeline stage MKMLizer completed in 75.93s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-domain-fusion-l3-8b-v3
Waiting for inference service nitral-ai-domain-fusion-l3-8b-v3 to be ready
Inference service nitral-ai-domain-fusion-l3-8b-v3 ready after 40.278934717178345s
Pipeline stage ISVCDeployer completed in 46.71s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8737871646881104s
Received healthy response to inference request in 1.273179531097412s
Received healthy response to inference request in 1.2873423099517822s
Received healthy response to inference request in 1.2683522701263428s
Received healthy response to inference request in 1.2649221420288086s
5 requests
0 failed requests
5th percentile: 1.2656081676483155
10th percentile: 1.2662941932678222
20th percentile: 1.2676662445068358
30th percentile: 1.2693177223205567
40th percentile: 1.2712486267089844
50th percentile: 1.273179531097412
60th percentile: 1.2788446426391602
70th percentile: 1.2845097541809083
80th percentile: 1.404631280899048
90th percentile: 1.639209222793579
95th percentile: 1.7564981937408446
99th percentile: 1.8503293704986572
mean time: 1.3935166835784911
Pipeline stage StressChecker completed in 7.65s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
nitral-ai-domain-fusion-l3-8b_v3 status is now deployed due to DeploymentManager action
nitral-ai-domain-fusion-l3-8b_v3 status is now inactive due to auto deactivation removed underperforming models

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