mradermacher commited on
Commit
9f5c38b
·
verified ·
1 Parent(s): e28933a

auto-patch README.md

Browse files
Files changed (1) hide show
  1. README.md +75 -0
README.md CHANGED
@@ -1,6 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  <!-- ### quantize_version: 2 -->
2
  <!-- ### output_tensor_quantised: 1 -->
3
  <!-- ### convert_type: hf -->
4
  <!-- ### vocab_type: -->
5
  <!-- ### tags: -->
6
  static quants of https://huggingface.co/ganser4566/stablelm-2-zephyr-1_6b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: ganser4566/stablelm-2-zephyr-1_6b
3
+ datasets:
4
+ - HuggingFaceH4/ultrachat_200k
5
+ - allenai/ultrafeedback_binarized_cleaned
6
+ - meta-math/MetaMathQA
7
+ - WizardLM/WizardLM_evol_instruct_V2_196k
8
+ - openchat/openchat_sharegpt4_dataset
9
+ - LDJnr/Capybara
10
+ - Intel/orca_dpo_pairs
11
+ - hkust-nlp/deita-10k-v0
12
+ extra_gated_fields:
13
+ Country: text
14
+ Email: text
15
+ I ALLOW Stability AI to email me about new model releases: checkbox
16
+ Name: text
17
+ Organization or Affiliation: text
18
+ language:
19
+ - en
20
+ library_name: transformers
21
+ license: other
22
+ quantized_by: mradermacher
23
+ tags:
24
+ - causal-lm
25
+ ---
26
+ ## About
27
+
28
  <!-- ### quantize_version: 2 -->
29
  <!-- ### output_tensor_quantised: 1 -->
30
  <!-- ### convert_type: hf -->
31
  <!-- ### vocab_type: -->
32
  <!-- ### tags: -->
33
  static quants of https://huggingface.co/ganser4566/stablelm-2-zephyr-1_6b
34
+
35
+ <!-- provided-files -->
36
+ weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
37
+ ## Usage
38
+
39
+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
40
+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
41
+ more details, including on how to concatenate multi-part files.
42
+
43
+ ## Provided Quants
44
+
45
+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
46
+
47
+ | Link | Type | Size/GB | Notes |
48
+ |:-----|:-----|--------:|:------|
49
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q2_K.gguf) | Q2_K | 0.8 | |
50
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q3_K_S.gguf) | Q3_K_S | 0.9 | |
51
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality |
52
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q3_K_L.gguf) | Q3_K_L | 1.0 | |
53
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.IQ4_XS.gguf) | IQ4_XS | 1.0 | |
54
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended |
55
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended |
56
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q5_K_S.gguf) | Q5_K_S | 1.3 | |
57
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q5_K_M.gguf) | Q5_K_M | 1.3 | |
58
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q6_K.gguf) | Q6_K | 1.5 | very good quality |
59
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality |
60
+ | [GGUF](https://huggingface.co/mradermacher/stablelm-2-zephyr-1_6b-GGUF/resolve/main/stablelm-2-zephyr-1_6b.f16.gguf) | f16 | 3.4 | 16 bpw, overkill |
61
+
62
+ Here is a handy graph by ikawrakow comparing some lower-quality quant
63
+ types (lower is better):
64
+
65
+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
66
+
67
+ And here are Artefact2's thoughts on the matter:
68
+ https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
69
+
70
+ ## FAQ / Model Request
71
+
72
+ See https://huggingface.co/mradermacher/model_requests for some answers to
73
+ questions you might have and/or if you want some other model quantized.
74
+
75
+ ## Thanks
76
+
77
+ I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
78
+ me use its servers and providing upgrades to my workstation to enable
79
+ this work in my free time.
80
+
81
+ <!-- end -->