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Model: cygnisai/Cygnis-Alpha-2-8B-v0.2 Source: Original Platform
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README.md
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---
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language:
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- en
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- fr
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- de
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- it
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- es
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pipeline_tag: text-generation
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tags:
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- cygnisai
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- llama-3.1
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- model-merge
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- unsloth
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- enterprise-ready
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- finetuned
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- safety-aligned
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license: apache-2.0
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datasets:
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- cygnisai/Cygnis-Alpha-2-Instruct-Mix
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base_model:
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- unsloth/Meta-Llama-3.1-8B-bnb-4bit
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library_name: transformers
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---
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# Cygnis-Alpha-2-8B-v0.2 (Merge Version)
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<div align="center" style="background:#06090f; border-radius:14px; border:1px solid #0f1e30; overflow:hidden; margin-bottom:20px;">
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<img src="https://huggingface.co/cygnisai/Cygnis-Alpha-2-8B-v0.1/resolve/main/Cygnis-alpha-2.png" width="100%" style="display:block;">
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</div>
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**Cygnis-Alpha-2-8B-v0.2** is a next-generation large language model developed by **CygnisAI**. This version is the result of a strategic **Model Merge**, engineered to surpass the native reasoning capabilities of Llama 3.1 8B while maintaining optimal computational efficiency for enterprise-scale deployments.
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## Architecture & Development
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The model is built upon the **Llama 3.1** architecture (Auto-regressive Transformer). The CygnisAI team leveraged **Unsloth** for accelerated **Supervised Fine-Tuning (SFT)** and applied advanced **Model Merging** techniques to sharpen technical and professional response accuracy.
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| Feature | Specification |
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| :--- | :--- |
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| **Developer** | [CygnisAI](https://huggingface.co/cygnisai) |
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| **Base Model** | Meta Llama 3.1 8B (Finetuned via Unsloth) |
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| **Context Length** | 128k tokens |
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| **Optimization** | Multilingual (Primary focus: EN/FR) |
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| **Knowledge Cutoff** | December 2023 |
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| **License** | Apache 2.0 |
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## Performance & Benchmarks
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Cygnis v0.2 has been rigorously tested against internal benchmarks to ensure production-grade stability. It shows significant improvements in **Instruction Following** for complex, multi-step tasks compared to the v0.1 release.
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* **MMLU (Reasoning)**: ~69.8%
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* **IFEval (Strict Instruction)**: ~81.2%
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* **HumanEval (Coding)**: ~72.9%
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## Quick Start
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### Via Transformers (Pipeline)
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```python
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import transformers
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import torch
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model_id = "cygnisai/Cygnis-Alpha-2-8B-v0.2"
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pipeline = transformers.pipeline(
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"text-generation",
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model=model_id,
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model_kwargs={"torch_dtype": torch.bfloat16},
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device_map="auto"
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)
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messages = [
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{"role": "system", "content": "You are Cygnis, the official enterprise AI assistant."},
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{"role": "user", "content": "Analyze the scalability requirements for our LLM infrastructure."}
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]
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print(pipeline(messages, max_new_tokens=256))
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```
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### Official Prompt Format
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The model follows the standard Llama 3.1 chat template:
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```text
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<|begin_of_text|><|start_header_id|>system<|end_header_id|>
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{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>
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{user_prompt}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
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```
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## Responsibility & Safety
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In alignment with **CygnisAI’s** commitment to responsible AI:
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1. **Guardrails**: The model integrates filters to mitigate malicious content, disinformation, and unintended biases.
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2. **Transparency**: While highly capable, Cygnis should not be used without human oversight for critical decision-making (Medical, Legal, Financial).
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3. **License**: This model is released under the **Apache License 2.0**, offering maximum flexibility for commercial and private use.
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## Legal Notice
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This model was finetuned using the **Unsloth** library. While the underlying architecture is based on Llama 3.1, the specific weights of Cygnis-Alpha-2-8B-v0.2 are provided under the Apache 2.0 terms.
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*Built with Llama.*
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---
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## Citation
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```bibtex
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@misc{cygnis_alpha_2_v0.1,
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author = {Simonc-44},
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title = {The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink},
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year = {2026},
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publisher = {Hugging Face},
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url = {https://huggingface.co/Simonc-44/Cygnis-Alpha-2-8B-v0.1}
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eprint={2204.05149},
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archivePrefix={arXiv},
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}
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```
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---
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**Professional Contact & Support**: [cygnisai/contact](https://huggingface.co/cygnisai)
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*Driven by innovation and corporate-grade rigor at CygnisAI.*
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config.json
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"LlamaForCausalLM"
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],
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"model_type": "llama",
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"num_attention_heads": 32,
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|
||||
"model.layers.8.self_attn.q_proj.weight": "model-00001-of-00004.safetensors",
|
||||
"model.layers.8.self_attn.v_proj.weight": "model-00001-of-00004.safetensors",
|
||||
"model.layers.9.input_layernorm.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.mlp.down_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.mlp.gate_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.mlp.up_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.post_attention_layernorm.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.self_attn.k_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00002-of-00004.safetensors",
|
||||
"model.norm.weight": "model-00004-of-00004.safetensors"
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:f0e87e7e6e7f929b8179cfe905a764795555b3d52cbe48a6d9b390db250a10c0
|
||||
size 17157808
|
||||
16
tokenizer_config.json
Normal file
16
tokenizer_config.json
Normal file
@@ -0,0 +1,16 @@
|
||||
{
|
||||
"add_prefix_space": null,
|
||||
"backend": "tokenizers",
|
||||
"bos_token": "<|begin_of_text|>",
|
||||
"clean_up_tokenization_spaces": true,
|
||||
"eos_token": "<|end_of_text|>",
|
||||
"is_local": false,
|
||||
"model_max_length": 131072,
|
||||
"model_type": "llama",
|
||||
"pad_token": "<|finetune_right_pad_id|>",
|
||||
"padding_side": "right",
|
||||
"tokenizer_class": "LlamaTokenizerFast",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false,
|
||||
"legacy": false
|
||||
}
|
||||
Reference in New Issue
Block a user