Nethena 20B Glued By athirdpath: Benchmarks, Features and Detailed Analysis. Insights on Nethena 20B Glued.

Autotrain compatible Endpoints compatible Llama Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/athirdpath/Nethena-20b-Glued

Nethena 20B Glued Benchmarks

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Nethena 20B Glued (athirdpath/Nethena-20b-Glued)

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Nethena 20B Glued Parameters and Internals

Model Type

NSFW-oriented, Unaligned

Use Cases

Areas:

Role-playing, Medical advice, Narrative generation

Additional Notes

Test to explore 'gluing' components for improvements. Uses a private dataset.

Training Details

Data Sources:

Private dataset, Alpaca formatted dataset

Data Volume:

~500k tokens

Methodology:

LORA applied with 128 rank, 'gluing' components to reduce errors

Context Length:

2048

LLM Name	Nethena 20B Glued
Repository 🤗	https://huggingface.co/athirdpath/Nethena-20b-Glued
Model Size	20b
Required VRAM	39.9 GB
Updated	2025-08-23
Maintainer	athirdpath
Model Type	llama
Model Files	9.9 GB: 1-of-5 9.9 GB: 2-of-5 9.9 GB: 3-of-5 9.9 GB: 4-of-5 0.3 GB: 5-of-5
Model Architecture	LlamaForCausalLM
License	cc-by-nc-4.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.34.1
Tokenizer Class	LlamaTokenizer
Padding Token	[PAD]
Vocabulary Size	32001
Torch Data Type	float16

Quantized Models of the Nethena 20B Glued

Model	Likes	Downloads	VRAM
Nethena 20B Glued GGUF	3	61	8 GB
Nethena 20B Glued AWQ	2	8	10 GB
Nethena 20B Glued GPTQ	1	6	10 GB

Best Alternatives to Nethena 20B Glued

Best Alternatives	Context / RAM	Downloads	Likes
Internlm2 5 20B Llamafied	256K / 39.9 GB	1019	5
Internlm2 20B Llama	32K / 39.6 GB	1685	20
Stellaris Internlm2 20B R512	32K / 39.8 GB	5	3
Internlm2 Chat 20B Llama Old	32K / 39.6 GB	9	3
Internlm2 Base 20B Llama	32K / 39.6 GB	5	3
Internlm2 Base 20B Llama	32K / 39.6 GB	8	0
Deita 20B	32K / 39.8 GB	5	1
Bagel 20B V04 Llama	32K / 39.6 GB	19	7
Bagel DPO 20B V04 Llama	32K / 39.6 GB	14	3
Internlm2 Limarp Chat 20B	32K / 39.6 GB	6	3

Note: green Score (e.g. "73.2") means that the model is better than athirdpath/Nethena-20b-Glued.

Rank the Nethena 20B Glued Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241124

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