Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,93 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model:
|
3 |
+
- cstr/llama3.1-8b-spaetzle-v85
|
4 |
+
- cstr/llama3.1-8b-spaetzle-v86
|
5 |
+
- cstr/llama3.1-8b-spaetzle-v74
|
6 |
+
tags:
|
7 |
+
- merge
|
8 |
+
- mergekit
|
9 |
+
- lazymergekit
|
10 |
+
- cstr/llama3.1-8b-spaetzle-v85
|
11 |
+
- cstr/llama3.1-8b-spaetzle-v86
|
12 |
+
- cstr/llama3.1-8b-spaetzle-v74
|
13 |
+
license: llama3
|
14 |
+
language:
|
15 |
+
- en
|
16 |
+
- de
|
17 |
+
---
|
18 |
+
|
19 |
+
# llama3.1-8b-spaetzle-v90
|
20 |
+
|
21 |
+
llama3.1-8b-spaetzle-v90 is a progressive merge of merges.
|
22 |
+
|
23 |
+
EQ-Bench v2_de: 69.93 (171/171).
|
24 |
+
|
25 |
+
The merge tree involves the following models:
|
26 |
+
|
27 |
+
- NousResearch/Hermes-3-Llama-3.1-8B
|
28 |
+
- Undi95/Meta-Llama-3.1-8B-Claude
|
29 |
+
- Dampfinchen/Llama-3.1-8B-Ultra-Instruct
|
30 |
+
- VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct
|
31 |
+
- akjindal53244/Llama-3.1-Storm-8B
|
32 |
+
- nbeerbower/llama3.1-gutenberg-8B
|
33 |
+
- Undi95/Meta-Llama-3.1-8B-Claude
|
34 |
+
- DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1
|
35 |
+
- nbeerbower/llama-3-wissenschaft-8B-v2
|
36 |
+
- Azure99/blossom-v5-llama3-8b
|
37 |
+
- VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct
|
38 |
+
- princeton-nlp/Llama-3-Instruct-8B-SimPO
|
39 |
+
- Locutusque/llama-3-neural-chat-v1-8b
|
40 |
+
- Locutusque/Llama-3-Orca-1.0-8B
|
41 |
+
- DiscoResearch/Llama3_DiscoLM_German_8b_v0.1_experimental
|
42 |
+
- seedboxai/Llama-3-Kafka-8B-v0.2
|
43 |
+
- VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct
|
44 |
+
- nbeerbower/llama-3-wissenschaft-8B-v2
|
45 |
+
- mlabonne/Daredevil-8B-abliterated-dpomix
|
46 |
+
|
47 |
+
There have been a number of steps involved, among which, slep merging of only middle layers compensating for tokenizer / chat template differences. An illustration below.
|
48 |
+
|
49 |
+
## 🧩 Configuration
|
50 |
+
|
51 |
+
The final merge for this was:
|
52 |
+
|
53 |
+
```yaml
|
54 |
+
models:
|
55 |
+
- model: cstr/llama3.1-8b-spaetzle-v59
|
56 |
+
# no parameters necessary for base model
|
57 |
+
- model: cstr/llama3.1-8b-spaetzle-v85
|
58 |
+
parameters:
|
59 |
+
density: 0.65
|
60 |
+
weight: 0.3
|
61 |
+
- model: cstr/llama3.1-8b-spaetzle-v86
|
62 |
+
parameters:
|
63 |
+
density: 0.65
|
64 |
+
weight: 0.3
|
65 |
+
- model: cstr/llama3.1-8b-spaetzle-v74
|
66 |
+
parameters:
|
67 |
+
density: 0.65
|
68 |
+
weight: 0.3
|
69 |
+
merge_method: dare_ties
|
70 |
+
base_model: cstr/llama3.1-8b-spaetzle-v59
|
71 |
+
parameters:
|
72 |
+
int8_mask: true
|
73 |
+
dtype: bfloat16
|
74 |
+
random_seed: 0
|
75 |
+
tokenizer_source: base
|
76 |
+
```
|
77 |
+
|
78 |
+
Among the previous steps:
|
79 |
+
```yaml
|
80 |
+
models:
|
81 |
+
- model: NousResearch/Hermes-3-Llama-3.1-8B
|
82 |
+
merge_method: slerp
|
83 |
+
base_model: cstr/llama3.1-8b-spaetzle-v74
|
84 |
+
parameters:
|
85 |
+
t:
|
86 |
+
- value: [0, 0, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.7, 0.6, 0.5, 0.4, 0.3, 0.2, 0, 0]
|
87 |
+
dtype: float16
|
88 |
+
```
|
89 |
+
|
90 |
+
## 💻 Usage
|
91 |
+
|
92 |
+
Use with llama3 chat template as common. The q4km quants here are from [cstr/llama3.1-8b-spaetzle-v90](https://huggingface.co/cstr/llama3.1-8b-spaetzle-v90).
|
93 |
+
|