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Augmental Unholy 13B by Heralax

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  Arxiv:1910.09700   Adapter Base model:adapter:undi95/unho... Base model:undi95/unholy-v1-10...   Endpoints compatible   F16   Finetuned   Ggml   Gguf   Llama   Lora   Peft   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Heralax/Augmental-Unholy-13b 

Augmental Unholy 13B Benchmarks

LLME Score: 0.12978
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Augmental Unholy 13B (Heralax/Augmental-Unholy-13b)

Augmental Unholy 13B Parameters and Internals

Training Details 
Methodology:
The following `bitsandbytes` quantization config was used during training: - quant_method: QuantizationMethod.BITS_AND_BYTES - load_in_8bit: False - load_in_4bit: True - llm_int8_threshold: 6.0 - llm_int8_skip_modules: None - llm_int8_enable_fp32_cpu_offload: False - llm_int8_has_fp16_weight: False - bnb_4bit_quant_type: fp4 - bnb_4bit_use_double_quant: True - bnb_4bit_compute_dtype: float16
LLM NameAugmental Unholy 13B
Repository 🤗https://huggingface.co/Heralax/Augmental-Unholy-13b 
Base Model(s)  Undi95/Unholy-v1-10L-13B   Undi95/Unholy-v1-10L-13B
Model Size13b
Required VRAM26 GB
Updated2025-05-17
MaintainerHeralax
Model Files  0.1 GB   9.2 GB   26.0 GB   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   0.0 GB
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typeggml|gguf
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|v_proj|gate_proj|up_proj|o_proj|q_proj|k_proj
LoRA Alpha8
LoRA Dropout0.05
R Param4

Quantized Models of the Augmental Unholy 13B

Model
Likes
Downloads
VRAM
Augmental Unholy 13B GPTQ687 GB
Augmental Unholy 13B AWQ107 GB

Best Alternatives to Augmental Unholy 13B

Best Alternatives
Context / RAM
Downloads
Likes
...n Llama 13B Lora Cabra Adapter0K / 0 GB62
Storytelling V2 13B Lora0K / 0.5 GB107
Lmg V3 Lora0K / 0.5 GB22
Storytelling V1 13B Lora0K / 0.5 GB56
Minotaur Llama2 13B Qlora0K / 1 GB24
Llama 13B 4bit Alpaca0K / 0.1 GB01
Llama 2 13B 4bit Alpaca Gpt40K / 0 GB22
Alpaca Lora 13B 4bit0K / 0 GB01
Alpaca1337 13B 4bit0K / 0 GB04
...10 2024 06 23 06 24 24 35586350K / 0.8 GB50
Note: green Score (e.g. "73.2") means that the model is better than Heralax/Augmental-Unholy-13b.

Rank the Augmental Unholy 13B Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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