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Model: DevQuasar/HermesNova-Llama-3.1-8B
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---
base_model:
- NousResearch/Hermes-3-Llama-3.1-8B
- arcee-ai/Llama-3.1-SuperNova-Lite
library_name: transformers
tags:
- mergekit
- merge
license: llama3.1
model-index:
- name: HermesNova-Llama-3.1-8B
results:
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: bbh
metrics:
- name: acc_norm
type: acc_norm
value: 0.5418
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: gpqa
metrics:
- name: acc_norm
type: acc_norm
value: 0.3365
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: math
metrics:
- name: exact_match
type: exact_match
value: 0.1148
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: mmlu
metrics:
- name: acc_norm
type: acc_norm
value: 0.3729
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: musr
metrics:
- name: acc_norm
type: acc_norm
value: 0.4330
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: hellaswag
metrics:
- name: acc
type: acc
value: 0.6306512646883091
verified: false
- name: acc_norm
type: acc_norm
value: 0.818263294164509
verified: false
---
[<img src="https://raw.githubusercontent.com/csabakecskemeti/devquasar/main/dq_logo_black-transparent.png" width="200"/>](https://devquasar.com)
'Make knowledge free for everyone'
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# HermesNova
![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64e6d37e02dee9bcb9d9fa18/oxkvvhQOju_e5xl6REzNG.jpeg)
The 2 most powerful LLama3.1 model Hermes-3-Llama-3.1-8B and Llama-3.1-SuperNova-Lite merged
# merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
### Models Merged
The following models were included in the merge:
* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B)
* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: NousResearch/Hermes-3-Llama-3.1-8B
parameters:
weight: 1.0
- model: arcee-ai/Llama-3.1-SuperNova-Lite
parameters:
weight: 1.0
merge_method: linear
dtype: float16
```

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{
"_name_or_path": "NousResearch/Hermes-3-Llama-3.1-8B",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": 128040,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 14336,
"max_position_embeddings": 131072,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"tie_word_embeddings": false,
"torch_dtype": "float16",
"transformers_version": "4.44.2",
"use_cache": true,
"vocab_size": 128256
}

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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

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models:
- model: NousResearch/Hermes-3-Llama-3.1-8B
parameters:
weight: 1.0
- model: arcee-ai/Llama-3.1-SuperNova-Lite
parameters:
weight: 1.0
merge_method: linear
dtype: float16

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