Instructions to use MainStack/marvy-1-14B-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use MainStack/marvy-1-14B-lora with PEFT:
Task type is invalid.
- MLX
How to use MainStack/marvy-1-14B-lora with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("MainStack/marvy-1-14B-lora") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use MainStack/marvy-1-14B-lora with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "MainStack/marvy-1-14B-lora" --prompt "Once upon a time"
Upload NOTICE with huggingface_hub
Browse files
NOTICE
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marvy-14B
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Copyright 2026 MainStack
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This product is licensed under the Apache License, Version 2.0 (the "License").
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Attribution
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================================================================================
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marvy-14B is a fine-tuned derivative of:
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Qwen2.5-14B-Instruct
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Copyright Alibaba Cloud / Qwen Team
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Training data provenance
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================================================================================
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marvy-14B was fine-tuned on a corpus of anonymized ServiceNow delivery
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artifacts. All customer and partner names were replaced with stable aliases,
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and emails, hostnames, IP addresses, and credential-bearing files were removed
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or redacted prior to training. No customer-identifying information is present
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marvy-1-14B
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Copyright 2026 MainStack
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This product is licensed under the Apache License, Version 2.0 (the "License").
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Attribution
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================================================================================
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marvy-1-14B is a fine-tuned derivative of:
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Qwen2.5-14B-Instruct
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Copyright Alibaba Cloud / Qwen Team
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Training data provenance
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================================================================================
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+
marvy-1-14B was fine-tuned on a corpus of anonymized ServiceNow delivery
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| 52 |
artifacts. All customer and partner names were replaced with stable aliases,
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| 53 |
and emails, hostnames, IP addresses, and credential-bearing files were removed
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| 54 |
or redacted prior to training. No customer-identifying information is present
|