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Model: mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF Source: Original Platform
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---
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base_model: pankajmathur/orca_mini_v9_7_1B-Instruct
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datasets:
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- pankajmathur/orca_mini_v1_dataset
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- pankajmathur/orca_mini_v8_sharegpt_format
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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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---
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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/pankajmathur/orca_mini_v9_7_1B-Instruct
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-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/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.5 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.5 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.6 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 0.6 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 0.6 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.7 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 0.7 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.7 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.7 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 0.7 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 0.8 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.8 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.8 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.9 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 0.9 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.9 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.9 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 0.9 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/orca_mini_v9_7_1B-Instruct-i1-GGUF/resolve/main/orca_mini_v9_7_1B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 1.1 | 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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size 1314413
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oid sha256:b52ca61c8df5182b7095b1c9405612950cc12f4bb2a1ce83ca254abdf553f851
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size 413603744
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6424f6ddc10f6189b2ad92a1ccb4accbcd171146055f14e470f25fc9ff82cb5
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size 393549728
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orca_mini_v9_7_1B-Instruct.i1-IQ2_M.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:6569db7d125de114fe2d00b9df09100b20122839bf34a7e12a55dbaca550761f
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size 515446688
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oid sha256:8f8c3f12a198efcd6f6c3a30d9037dec65ec96c9925a57655189add910546fc8
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size 488708000
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orca_mini_v9_7_1B-Instruct.i1-IQ2_XS.gguf
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oid sha256:23992b471465706988aaf41e28f1fda26afd11df0e6030c4cf3c6b6c42ce8222
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size 475862944
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ad729c64d2be91900a15696dc1345284672805fcbf2c898dd9e03114635d106
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size 447027104
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orca_mini_v9_7_1B-Instruct.i1-IQ3_M.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:6efe5cac161962e8a1bc3c3c08b0fcd577840c4bcb5bdefe563f5e28b303c669
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size 657287072
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version https://git-lfs.github.com/spec/v1
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oid sha256:7e88eeff8771b56991c1710a4ebf4fdfb5ce3d976010dc4f536c00edc49e0093
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size 643917728
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orca_mini_v9_7_1B-Instruct.i1-IQ3_XS.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:cc0bc2556c93db703f51213fe283a847aa0b524c0da47a82980d654906e1cee9
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|
size 621111200
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-IQ3_XXS.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-IQ3_XXS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ac7ebbe82e2ace91485a3d44356d42e4aa387578c4eb75cc970b3f24cee7fb3b
|
||||||
|
size 562108320
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-IQ4_NL.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:1ee62a584d2b0e28e6002b9a782b4501246fe3a6c010d65d512195ae89590167
|
||||||
|
size 773023648
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-IQ4_XS.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:08cb73b03408c084f6c082087d3c9287192f55974b0fc5ba49e41f30d53ae588
|
||||||
|
size 743139232
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q2_K.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:5b4ca8cce389b57c08af680bf181548e733965f9b7ed23e1c0eea03329397cca
|
||||||
|
size 580872096
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q2_K_S.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:a53532fdb692fdf74066f06327bc0f1439adab14cafcc7d7dd328e2ca59a5e9f
|
||||||
|
size 554657696
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_L.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:cf0216e4f72cb48c74498ad28f1674ce5e6021df7dac8bcc900b39f059724967
|
||||||
|
size 732522400
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_M.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e63efd50b8e124cec2f8893ae39aebf60f41ce0cb4933cf1ccd4716a07d73d1f
|
||||||
|
size 690841504
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_S.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:4ac0b88f575c26b921773cbca5fca50ca8b9e96fda41e050c5818d4de3bc9d42
|
||||||
|
size 641689504
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q4_0.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:12f7b20254633c825785066c85dba4b10e8999b209e5b0c1c52fceadc5748a72
|
||||||
|
size 773023648
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q4_1.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e4733c93570a47c83ed8cadfaa2cc8085f02153970216ba735a2ea7259039136
|
||||||
|
size 831743904
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q4_K_M.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:80dd18efed2fe4a3f0c82d94dce336a951f52ad6a325cd793b4e7e2ce2b944d0
|
||||||
|
size 807692192
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q4_K_S.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3ec044783c3d03d12d154a06673c1eaa42a128e47189bd29765e7fa9390ba06b
|
||||||
|
size 775645088
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q5_K_M.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:8bd1a78e9949dd9382b1779519f3e22fa2f07496ab7048b755caa295d091f4b4
|
||||||
|
size 911501216
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q5_K_S.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:c4e82b2f475c1d4ac3065d927251d5cb2e0e527821d6c1a31938c15680b6745f
|
||||||
|
size 892561312
|
||||||
3
orca_mini_v9_7_1B-Instruct.i1-Q6_K.gguf
Normal file
3
orca_mini_v9_7_1B-Instruct.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:292e1379ac407823d1313668354db40fcba824da820d358019ca88ec7f95b84a
|
||||||
|
size 1021798304
|
||||||
Reference in New Issue
Block a user