142 lines
5.8 KiB
Markdown
142 lines
5.8 KiB
Markdown
---
|
|
license: apache-2.0
|
|
library_name: transformers
|
|
tags:
|
|
- chemistry
|
|
- biology
|
|
- code
|
|
- medical
|
|
- not-for-all-audiences
|
|
datasets:
|
|
- Locutusque/Hercules-v3.0
|
|
model-index:
|
|
- name: Hercules-3.1-Mistral-7B
|
|
results:
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: AI2 Reasoning Challenge (25-Shot)
|
|
type: ai2_arc
|
|
config: ARC-Challenge
|
|
split: test
|
|
args:
|
|
num_few_shot: 25
|
|
metrics:
|
|
- type: acc_norm
|
|
value: 61.18
|
|
name: normalized accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: HellaSwag (10-Shot)
|
|
type: hellaswag
|
|
split: validation
|
|
args:
|
|
num_few_shot: 10
|
|
metrics:
|
|
- type: acc_norm
|
|
value: 83.55
|
|
name: normalized accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: MMLU (5-Shot)
|
|
type: cais/mmlu
|
|
config: all
|
|
split: test
|
|
args:
|
|
num_few_shot: 5
|
|
metrics:
|
|
- type: acc
|
|
value: 63.65
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: TruthfulQA (0-shot)
|
|
type: truthful_qa
|
|
config: multiple_choice
|
|
split: validation
|
|
args:
|
|
num_few_shot: 0
|
|
metrics:
|
|
- type: mc2
|
|
value: 42.83
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: Winogrande (5-shot)
|
|
type: winogrande
|
|
config: winogrande_xl
|
|
split: validation
|
|
args:
|
|
num_few_shot: 5
|
|
metrics:
|
|
- type: acc
|
|
value: 79.01
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
- task:
|
|
type: text-generation
|
|
name: Text Generation
|
|
dataset:
|
|
name: GSM8k (5-shot)
|
|
type: gsm8k
|
|
config: main
|
|
split: test
|
|
args:
|
|
num_few_shot: 5
|
|
metrics:
|
|
- type: acc
|
|
value: 42.3
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Hercules-3.1-Mistral-7B
|
|
name: Open LLM Leaderboard
|
|
quantized_by: bartowski
|
|
pipeline_tag: text-generation
|
|
---
|
|
|
|
## Llamacpp Quantizations of Hercules-3.1-Mistral-7B
|
|
|
|
Using <a href="https://github.com/ggerganov/llama.cpp/commit/fa974646e1a2024fc7dc9e6f27cf1f2f5d4a3763">llama.cpp commit fa97464</a> for quantization.
|
|
|
|
Original model: https://huggingface.co/Locutusque/Hercules-3.1-Mistral-7B
|
|
|
|
Download a file (not the whole branch) from below:
|
|
|
|
| Filename | Quant type | File Size | Description |
|
|
| -------- | ---------- | --------- | ----------- |
|
|
| [Hercules-3.1-Mistral-7B-Q8_0.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q8_0.gguf) | Q8_0 | 7.69GB | Extremely high quality, generally unneeded but max available quant. |
|
|
| [Hercules-3.1-Mistral-7B-Q6_K.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q6_K.gguf) | Q6_K | 5.94GB | Very high quality, near perfect, *recommended*. |
|
|
| [Hercules-3.1-Mistral-7B-Q5_K_M.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q5_K_M.gguf) | Q5_K_M | 5.13GB | High quality, very usable. |
|
|
| [Hercules-3.1-Mistral-7B-Q5_K_S.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q5_K_S.gguf) | Q5_K_S | 4.99GB | High quality, very usable. |
|
|
| [Hercules-3.1-Mistral-7B-Q5_0.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q5_0.gguf) | Q5_0 | 4.99GB | High quality, older format, generally not recommended. |
|
|
| [Hercules-3.1-Mistral-7B-Q4_K_M.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q4_K_M.gguf) | Q4_K_M | 4.36GB | Good quality, similar to 4.25 bpw. |
|
|
| [Hercules-3.1-Mistral-7B-Q4_K_S.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q4_K_S.gguf) | Q4_K_S | 4.14GB | Slightly lower quality with small space savings. |
|
|
| [Hercules-3.1-Mistral-7B-Q4_0.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q4_0.gguf) | Q4_0 | 4.10GB | Decent quality, older format, generally not recommended. |
|
|
| [Hercules-3.1-Mistral-7B-Q3_K_L.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q3_K_L.gguf) | Q3_K_L | 3.82GB | Lower quality but usable, good for low RAM availability. |
|
|
| [Hercules-3.1-Mistral-7B-Q3_K_M.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q3_K_M.gguf) | Q3_K_M | 3.51GB | Even lower quality. |
|
|
| [Hercules-3.1-Mistral-7B-Q3_K_S.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q3_K_S.gguf) | Q3_K_S | 3.16GB | Low quality, not recommended. |
|
|
| [Hercules-3.1-Mistral-7B-Q2_K.gguf](https://huggingface.co/bartowski/Hercules-3.1-Mistral-7B-GGUF/blob/main/Hercules-3.1-Mistral-7B-Q2_K.gguf) | Q2_K | 2.71GB | Extremely low quality, *not* recommended.
|
|
|
|
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski |