Huginn 13B FP16 By The-Face-Of-Goonery: Benchmarks, Features and Detailed Analysis. Insights on Huginn 13B FP16.

Autotrain compatible Endpoints compatible Fp16 Llama Model-index Pytorch Quantized Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/The-Face-Of-Goonery/Huginn-13b-FP16

Huginn 13B FP16 Benchmarks

ARC: 60.58 vs 96.7 (so35)^-37.4%

HellaSwag: 82.53 vs 95.3 (gpt4)^-13.4%

MMLU: 53.71 vs 88.3 (so35)^-39.2%

TruthfulQA: 54.46 vs 59 (gpt4)^-7.7%

WinoGrande: 73.72 vs 87.5 (gpt4)^-15.7%

GSM8K: 4.32 vs 96.4 (so35)^-95.5%

LLME Score: 0.27467

^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)

Huginn 13B FP16 (The-Face-Of-Goonery/Huginn-13b-FP16)

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Huginn 13B FP16 Parameters and Internals

LLM Name	Huginn 13B FP16
Repository 🤗	https://huggingface.co/The-Face-Of-Goonery/Huginn-13b-FP16
Model Size	13b
Required VRAM	26 GB
Updated	2024-07-04
Maintainer	The-Face-Of-Goonery
Model Type	llama
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3
Quantization Type	fp16
Model Architecture	LlamaForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.31.0
Tokenizer Class	LlamaTokenizer
Vocabulary Size	32000
Torch Data Type	float16

Quantized Models of the Huginn 13B FP16

Model	Likes	Downloads	VRAM
Huginn 13B AWQ	1	6	7 GB
Huginn 13B GGUF	1	109	5 GB
Huginn 13B GPTQ	6	7	7 GB
Huginn 13B GGML	6	4	5 GB

Best Alternatives to Huginn 13B FP16

Best Alternatives	Context / RAM	Downloads	Likes
Llama13b 32K Illumeet Finetune	32K / 26 GB	9	0
...Maid V3 13B 32K 6.0bpw H6 EXL2	32K / 10 GB	7	1
...Maid V3 13B 32K 8.0bpw H8 EXL2	32K / 13.2 GB	7	1
WhiteRabbitNeo 13B V1	16K / 26 GB	2578	428
CodeLlama 13B Python Fp16	16K / 26 GB	2702	25
CodeLlama 13B Instruct Fp16	16K / 26 GB	2723	28
...Llama 13B Instruct Hf 4bit MLX	16K / 7.8 GB	1189	2
CodeLlama 13B Fp16	16K / 26 GB	6	66
Airophin 13B Pntk 16K Fp16	16K / 26 GB	1671	4
Codellama 13B Bnb 4bit	16K / 7.2 GB	38	5

Rank the Huginn 13B FP16 Capabilities

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

Release v20241124

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