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Duplicate from mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF
Browse filesCo-authored-by: Michael Radermacher <mradermacher@users.noreply.huggingface.co>
- .gitattributes +58 -0
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- Hermes-2-Theta-Llama-3-70B.i1-Q5_K_S.gguf +3 -0
- Hermes-2-Theta-Llama-3-70B.i1-Q6_K.gguf.part1of2 +3 -0
- Hermes-2-Theta-Llama-3-70B.i1-Q6_K.gguf.part2of2 +3 -0
- README.md +79 -0
- imatrix.dat +3 -0
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README.md
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---
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base_model: NousResearch/Hermes-2-Theta-Llama-3-70B
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language:
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- en
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library_name: transformers
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license: llama3
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quantized_by: mradermacher
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tags:
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- distillation
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- synthetic data
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- function calling
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- structured outputs
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- json mode
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---
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## About
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<!-- ### quantize_version: 2 -->
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<!-- ### output_tensor_quantised: 1 -->
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<!-- ### convert_type: hf -->
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<!-- ### vocab_type: -->
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<!-- ### tags: nicoboss -->
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weighted/imatrix quants of https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-70B
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<!-- provided-files -->
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+
static quants are available at https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-GGUF
|
26 |
+
## Usage
|
27 |
+
|
28 |
+
If you are unsure how to use GGUF files, refer to one of [TheBloke's
|
29 |
+
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
|
30 |
+
more details, including on how to concatenate multi-part files.
|
31 |
+
|
32 |
+
## Provided Quants
|
33 |
+
|
34 |
+
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
|
35 |
+
|
36 |
+
| Link | Type | Size/GB | Notes |
|
37 |
+
|:-----|:-----|--------:|:------|
|
38 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ1_S.gguf) | i1-IQ1_S | 15.4 | for the desperate |
|
39 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ1_M.gguf) | i1-IQ1_M | 16.9 | mostly desperate |
|
40 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 19.2 | |
|
41 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 21.2 | |
|
42 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ2_S.gguf) | i1-IQ2_S | 22.3 | |
|
43 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ2_M.gguf) | i1-IQ2_M | 24.2 | |
|
44 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q2_K.gguf) | i1-Q2_K | 26.5 | IQ3_XXS probably better |
|
45 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 27.6 | lower quality |
|
46 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 29.4 | |
|
47 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ3_S.gguf) | i1-IQ3_S | 31.0 | beats Q3_K* |
|
48 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 31.0 | IQ3_XS probably better |
|
49 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ3_M.gguf) | i1-IQ3_M | 32.0 | |
|
50 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 34.4 | IQ3_S probably better |
|
51 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 37.2 | IQ3_M probably better |
|
52 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 38.0 | |
|
53 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q4_0.gguf) | i1-Q4_0 | 40.2 | fast, low quality |
|
54 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 40.4 | optimal size/speed/quality |
|
55 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 42.6 | fast, recommended |
|
56 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 48.8 | |
|
57 |
+
| [GGUF](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 50.0 | |
|
58 |
+
| [PART 1](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Hermes-2-Theta-Llama-3-70B-i1-GGUF/resolve/main/Hermes-2-Theta-Llama-3-70B.i1-Q6_K.gguf.part2of2) | i1-Q6_K | 58.0 | practically like static Q6_K |
|
59 |
+
|
60 |
+
Here is a handy graph by ikawrakow comparing some lower-quality quant
|
61 |
+
types (lower is better):
|
62 |
+
|
63 |
+
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
|
64 |
+
|
65 |
+
And here are Artefact2's thoughts on the matter:
|
66 |
+
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
|
67 |
+
|
68 |
+
## FAQ / Model Request
|
69 |
+
|
70 |
+
See https://huggingface.co/mradermacher/model_requests for some answers to
|
71 |
+
questions you might have and/or if you want some other model quantized.
|
72 |
+
|
73 |
+
## Thanks
|
74 |
+
|
75 |
+
I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
|
76 |
+
me use its servers and providing upgrades to my workstation to enable
|
77 |
+
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his hardware for calculating the imatrix for these quants.
|
78 |
+
|
79 |
+
<!-- end -->
|
imatrix.dat
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8008e2d2955d34d66d6831709cbbf0974a37ef28e4311a3f4ddf41bf393471e8
|
3 |
+
size 24922289
|