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Model: mradermacher/thea-c-3b-25r-i1-GGUF Source: Original Platform
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---
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base_model: lunahr/thea-c-3b-25r
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datasets:
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- KingNish/reasoning-base-20k
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- lunahr/thea-name-overrides
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language:
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- en
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library_name: transformers
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license: llama3.2
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quantized_by: mradermacher
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tags:
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- text-generation-inference
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- transformers
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- llama
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- trl
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- sft
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- reasoning
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- llama-3
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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/lunahr/thea-c-3b-25r
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/thea-c-3b-25r-GGUF
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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more details, including on how to concatenate multi-part files.
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## Provided Quants
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ1_S.gguf) | i1-IQ1_S | 1.0 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.2 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ2_S.gguf) | i1-IQ2_S | 1.3 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ2_M.gguf) | i1-IQ2_M | 1.3 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.4 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q2_K.gguf) | i1-Q2_K | 1.5 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.6 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ3_M.gguf) | i1-IQ3_M | 1.7 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.8 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.9 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.9 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q4_0.gguf) | i1-Q4_0 | 2.0 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.0 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.1 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.4 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.4 | |
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| [GGUF](https://huggingface.co/mradermacher/thea-c-3b-25r-i1-GGUF/resolve/main/thea-c-3b-25r.i1-Q6_K.gguf) | i1-Q6_K | 2.7 | practically like static Q6_K |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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types (lower is better):
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And here are Artefact2's thoughts on the matter:
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https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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## FAQ / Model Request
|
||||
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See https://huggingface.co/mradermacher/model_requests for some answers to
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questions you might have and/or if you want some other model quantized.
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## Thanks
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I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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me use its servers and providing upgrades to my workstation to enable
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this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
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<!-- end -->
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oid sha256:5cc3c302a424f2eb71ef90f0eac29a6e367d14d2edb154eddac0a210db711d02
|
||||
size 1921910560
|
||||
3
thea-c-3b-25r.i1-Q4_K_M.gguf
Normal file
3
thea-c-3b-25r.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:c733e37c7ea4fcae916c9178009e9fa3448cce92401c6cfd6ab55edae741bb71
|
||||
size 2019378976
|
||||
3
thea-c-3b-25r.i1-Q4_K_S.gguf
Normal file
3
thea-c-3b-25r.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:5ce5e1e486a8bf1094cf6e7ac3c0f65b012263b7d157a27dcba13e63109fc62f
|
||||
size 1928202016
|
||||
3
thea-c-3b-25r.i1-Q5_K_M.gguf
Normal file
3
thea-c-3b-25r.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d3f574dd2379d2218e83200c105c9fb90365a5173b944fb994d293d1e8cad183
|
||||
size 2322155296
|
||||
3
thea-c-3b-25r.i1-Q5_K_S.gguf
Normal file
3
thea-c-3b-25r.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:636ae7bb32d97c037e7e8e0abf282647c2ffe87aaf8fac8850d0638048f708b8
|
||||
size 2269513504
|
||||
3
thea-c-3b-25r.i1-Q6_K.gguf
Normal file
3
thea-c-3b-25r.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:aa1691d400ff272d7714b7262fc744a58661da1ef0bdc761a3748a8d3cd077c4
|
||||
size 2643855136
|
||||
Reference in New Issue
Block a user