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Model: mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF Source: Original Platform
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Youtu-Agent-RL-Search-Qwen2.5-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
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---
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base_model: yolay/Youtu-Agent-RL-Search-Qwen2.5-7B
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datasets:
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- inclusionAI/ASearcher-train-data
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- inclusionAI/ASearcher-test-data
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- PeterJinGo/nq_hotpotqa_train
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language:
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- en
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library_name: transformers
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license: apache-2.0
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mradermacher:
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readme_rev: 1
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quantized_by: mradermacher
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tags:
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- agent
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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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<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
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<!-- ### quants_skip: -->
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<!-- ### skip_mmproj: -->
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weighted/imatrix quants of https://huggingface.co/yolay/Youtu-Agent-RL-Search-Qwen2.5-7B
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<!-- provided-files -->
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-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/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | |
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| [GGUF](https://huggingface.co/mradermacher/Youtu-Agent-RL-Search-Qwen2.5-7B-i1-GGUF/resolve/main/Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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 1903669024
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size 2780344096
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size 2595639072
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size 2469023520
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version https://git-lfs.github.com/spec/v1
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||||||
|
oid sha256:3dcac408e3679bf9a802ae91c305fe14ce3cae52db9332411a007298c9d12542
|
||||||
|
size 2273079072
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_M.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3f2c17ffaf3de7b7acb20d49b8a8886a658045c0db565d12b0a518a1df4aad06
|
||||||
|
size 3574013728
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_S.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ce7088e5edd2ee4307b103a916d2a00ded121c90a28a99d132225334c4974e6d
|
||||||
|
size 3499194144
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XS.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3cb39158a4d3d3672c38d238d49a08cccea696190f5e3ec2ffd9599eea261c31
|
||||||
|
size 3346257696
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XXS.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ3_XXS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:6d0cf6f5072cddc735319dbdf92aba48ff20116969197907ac630adace5fc6c2
|
||||||
|
size 3114516256
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_NL.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:7271960e2823f4ce2651d061ef29d6c03747a1f182825b44121c162a5d7c5ec6
|
||||||
|
size 4437815072
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_XS.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:5e42649b001976db6845035b243c123d4062e6f9f639b2fed2a88d0351f2bfd5
|
||||||
|
size 4218474272
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:756927b9df77ab100f5f76776a49500230a3d753b94f500fc459a51221daf2f0
|
||||||
|
size 3015941920
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K_S.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:71093a2dc3a490f588123cce87608e0f4e291627e690d85a952a0453ed935d18
|
||||||
|
size 2834075424
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_L.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:54d55f16623e0f346d2f5489844e54b2c882eb641983ac95e7c29855cf43476a
|
||||||
|
size 4088461088
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_M.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:f30fbc3503b5bcdf87dbe2d27abd21f44ef533c6282782fac52d23a89f679186
|
||||||
|
size 3808392992
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_S.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:dcf29b15bb3423b26271337e346cffda8f8e48c8acf00baa60d830b9823fe51d
|
||||||
|
size 3492370208
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_0.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3e76a2e206f2dad8bd201a65732be53a2b1f7fefd45d1037a1ef3119041c790c
|
||||||
|
size 4444122912
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_1.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:99292bdf22fa8e3e428079150a7be6f5fa230af0a029df757063412a470221c9
|
||||||
|
size 4873285408
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_M.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:d556d0874d6ddaa312b6a2fc0ef5aba333acca8401bba3c1e5a1d3e8d7c933b3
|
||||||
|
size 4683075360
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_S.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:63cec089df9365adaddddb0161866d95efd51f163708adb21e04c981bbc84efd
|
||||||
|
size 4457770784
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_M.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ea810593b5d4bb49ffb6e646d52bb343f0177e86d6d5347e0c78314f85b29cb9
|
||||||
|
size 5444833056
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_S.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:cda09e0b832ad9e70220b76e40a2aab0edade971892268753bd2f8ed8456e29d
|
||||||
|
size 5315178272
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q6_K.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:6d034873325158b2ba9363df5a43df38ed365d2fe0c7827a8e166cc4e0779f90
|
||||||
|
size 6254200608
|
||||||
3
Youtu-Agent-RL-Search-Qwen2.5-7B.imatrix.gguf
Normal file
3
Youtu-Agent-RL-Search-Qwen2.5-7B.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:27c2dd5c4d81acc3e6738984c0495c1bce283b50c2b353924e72a92f9d162c8a
|
||||||
|
size 4560352
|
||||||
Reference in New Issue
Block a user