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Model: DevQuasar/coma-7B-v0.1
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*.7z filter=lfs diff=lfs merge=lfs -text
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---
base_model:
- meta-llama/Llama-2-7b-hf
- meta-llama/CodeLlama-7b-hf
library_name: transformers
tags:
- mergekit
- merge
license: llama2
model-index:
- name: coma-7B-v0.1
results:
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: bbh
metrics:
- name: acc_norm
type: acc_norm
value: 0.3355
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: gpqa
metrics:
- name: acc_norm
type: acc_norm
value: 0.2587
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: math
metrics:
- name: exact_match
type: exact_match
value: 0.0104
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: mmlu
metrics:
- name: acc_norm
type: acc_norm
value: 0.1433
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: musr
metrics:
- name: acc_norm
type: acc_norm
value: 0.3844
verified: false
- task:
type: text-generation
dataset:
type: lm-evaluation-harness
name: hellaswag
metrics:
- name: acc
type: acc
value: 0.5182234614618602
verified: false
- name: acc_norm
type: acc_norm
value: 0.6834295956980682
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'
<a href='https://ko-fi.com/L4L416YX7C' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a Coffee at ko-fi.com' /></a>
# coma-7B-v0.1
![image/png](https://cdn-uploads.huggingface.co/production/uploads/64e6d37e02dee9bcb9d9fa18/pqU17tDiX2XyUXc_yA8b0.png)
CodeLlama + Llama = CoMa :)
This is an experiment to try merged models
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
Quantized version: [DevQuasar/coma-7B-v0.1-GGUF](https://huggingface.co/DevQuasar/coma-7B-v0.1-GGUF)
## Merge Details
### Merge Method
This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
### Models Merged
"Blast from the Past" :D
The following models were included in the merge:
* [meta-llama/Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf)
* [meta-llama/CodeLlama-7b-hf](https://huggingface.co/meta-llama/CodeLlama-7b-hf)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: meta-llama/Llama-2-7b-hf
parameters:
weight: 1.0
- model: meta-llama/CodeLlama-7b-hf
parameters:
weight: 0.5
merge_method: linear
dtype: float16
```
I'm doing this to 'Make knowledge free for everyone', using my personal time and resources.
If you want to support my efforts please visit my ko-fi page: https://ko-fi.com/devquasar
Also feel free to visit my website https://devquasar.com/

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{
"_name_or_path": "meta-llama/Llama-2-7b-hf",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 1,
"eos_token_id": 2,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 11008,
"max_position_embeddings": 4096,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 32,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 10000.0,
"tie_word_embeddings": false,
"torch_dtype": "float16",
"transformers_version": "4.41.2",
"use_cache": true,
"vocab_size": 32000
}

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

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models:
- model: meta-llama/Llama-2-7b-hf
parameters:
weight: 1.0
- model: meta-llama/CodeLlama-7b-hf
parameters:
weight: 0.5
merge_method: linear
dtype: float16

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