GGUF
English
mistral
instruct
finetune
chatml
gpt4
synthetic data
distillation
dpo
rlhf
TensorBlock
GGUF
Eval Results (legacy)
conversational
Instructions to use tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K # Run inference directly in the terminal: ./llama-cli -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
Use Docker
docker model run hf.co/tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
- LM Studio
- Jan
- Ollama
How to use tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF with Ollama:
ollama run hf.co/tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
- Unsloth Desktop
- Docker Model Runner
How to use tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF with Docker Model Runner:
docker model run hf.co/tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
- Lemonade
How to use tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tensorblock/NeuralHermes-2.5-Mistral-7B-GGUF:Q2_K
Run and chat with the model
lemonade run user.NeuralHermes-2.5-Mistral-7B-GGUF-Q2_K
List all available models
lemonade list
- Atomic Chat
Upload folder using huggingface_hub
Browse files- NeuralHermes-2.5-Mistral-7B-Q2_K.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q3_K_L.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q3_K_M.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q3_K_S.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q4_0.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q4_K_M.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q4_K_S.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q5_0.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q5_K_M.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q5_K_S.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q6_K.gguf +2 -2
- NeuralHermes-2.5-Mistral-7B-Q8_0.gguf +2 -2
- README.md +119 -3
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README.md
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---
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license: apache-2.0
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-
base_model: sonthenguyen/NeuralHermes-2.5-Mistral-7B
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tags:
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- TensorBlock
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- GGUF
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---
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<div style="width: auto; margin-left: auto; margin-right: auto">
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</div>
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</div>
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-
##
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-
This repo contains GGUF format model files for [
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The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4242](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
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---
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+
language:
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- en
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license: apache-2.0
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tags:
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+
- mistral
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+
- instruct
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+
- finetune
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| 9 |
+
- chatml
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+
- gpt4
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+
- synthetic data
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| 12 |
+
- distillation
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| 13 |
+
- dpo
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| 14 |
+
- rlhf
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- TensorBlock
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- GGUF
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+
datasets:
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- mlabonne/chatml_dpo_pairs
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+
base_model: mlabonne/NeuralHermes-2.5-Mistral-7B
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+
model-index:
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+
- name: NeuralHermes-2.5-Mistral-7B
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+
results:
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+
- task:
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+
type: text-generation
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name: Text Generation
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+
dataset:
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name: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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+
metrics:
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+
- type: acc_norm
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+
value: 66.55
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+
name: normalized accuracy
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+
source:
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+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
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name: Open LLM Leaderboard
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+
- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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+
metrics:
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+
- type: acc_norm
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+
value: 84.9
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| 52 |
+
name: normalized accuracy
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| 53 |
+
source:
|
| 54 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
|
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+
name: Open LLM Leaderboard
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| 56 |
+
- task:
|
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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+
name: MMLU (5-Shot)
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+
type: cais/mmlu
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+
config: all
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+
split: test
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+
args:
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+
num_few_shot: 5
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+
metrics:
|
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+
- type: acc
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| 68 |
+
value: 63.32
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| 69 |
+
name: accuracy
|
| 70 |
+
source:
|
| 71 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
|
| 72 |
+
name: Open LLM Leaderboard
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+
- task:
|
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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name: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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+
num_few_shot: 0
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+
metrics:
|
| 84 |
+
- type: mc2
|
| 85 |
+
value: 54.93
|
| 86 |
+
source:
|
| 87 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
|
| 88 |
+
name: Open LLM Leaderboard
|
| 89 |
+
- task:
|
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+
type: text-generation
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+
name: Text Generation
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| 92 |
+
dataset:
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name: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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args:
|
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+
num_few_shot: 5
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+
metrics:
|
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+
- type: acc
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+
value: 78.3
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| 102 |
+
name: accuracy
|
| 103 |
+
source:
|
| 104 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
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| 105 |
+
name: Open LLM Leaderboard
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| 106 |
+
- task:
|
| 107 |
+
type: text-generation
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| 108 |
+
name: Text Generation
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| 109 |
+
dataset:
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| 110 |
+
name: GSM8k (5-shot)
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| 111 |
+
type: gsm8k
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| 112 |
+
config: main
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| 113 |
+
split: test
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| 114 |
+
args:
|
| 115 |
+
num_few_shot: 5
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| 116 |
+
metrics:
|
| 117 |
+
- type: acc
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| 118 |
+
value: 61.33
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| 119 |
+
name: accuracy
|
| 120 |
+
source:
|
| 121 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B
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| 122 |
+
name: Open LLM Leaderboard
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---
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<div style="width: auto; margin-left: auto; margin-right: auto">
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</div>
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</div>
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+
## mlabonne/NeuralHermes-2.5-Mistral-7B - GGUF
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This repo contains GGUF format model files for [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B).
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The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4242](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
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| 141 |
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