https://wiki.fundamental-ramen.com/index.php?action=history&feed=atom&title=LM%2Fhf
LM/hf - Revision history
2026-08-13T13:59:07Z
Revision history for this page on the wiki
MediaWiki 1.39.17
https://wiki.fundamental-ramen.com/index.php?title=LM/hf&diff=2778&oldid=prev
Tacoball: Tacoball moved page LLM/hf to LM/hf without leaving a redirect
2026-08-13T09:44:07Z
<p>Tacoball moved page <a href="/index.php?title=LLM/hf&action=edit&redlink=1" class="new" title="LLM/hf (page does not exist)">LLM/hf</a> to <a href="/wiki/LM/hf" title="LM/hf">LM/hf</a> without leaving a redirect</p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 09:44, 13 August 2026</td>
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Tacoball
https://wiki.fundamental-ramen.com/index.php?title=LM/hf&diff=2765&oldid=prev
Tacoball at 09:36, 13 August 2026
2026-08-13T09:36:52Z
<p></p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 09:36, 13 August 2026</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l1">Line 1:</td>
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<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">= Quick references =</ins></div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>{| class="wikitable"</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>{| class="wikitable"</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>! Purpose || Command</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>! Purpose || Command</div></td></tr>
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<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">= Environment Variables for hf =</ins></div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* https://huggingface.co/docs/huggingface_hub/package_reference/environment_variables</ins></div></td></tr>
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Tacoball
https://wiki.fundamental-ramen.com/index.php?title=LM/hf&diff=2750&oldid=prev
Tacoball: Created page with "{| class="wikitable" ! Purpose || Command |- | cache management || <syntaxhighlight lang="bash"> hf cache list hf cache rm <model id> hf cache prune </syntaxhighlight> |- | fix WiFi problem || <syntaxhighlight lang="bash"> HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF" --include "*UD-Q4_K_XL*" HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF" --include "*UD-Q4_K_XL*" </syntaxhi..."
2026-08-13T09:09:26Z
<p>Created page with "{| class="wikitable" ! Purpose || Command |- | cache management || <syntaxhighlight lang="bash"> hf cache list hf cache rm <model id> hf cache prune </syntaxhighlight> |- | fix WiFi problem || <syntaxhighlight lang="bash"> HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF" --include "*UD-Q4_K_XL*" HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF" --include "*UD-Q4_K_XL*" </syntaxhi..."</p>
<p><b>New page</b></p><div>{| class="wikitable"<br />
! Purpose || Command<br />
|-<br />
| cache management ||<br />
<syntaxhighlight lang="bash"><br />
hf cache list<br />
hf cache rm <model id><br />
hf cache prune<br />
</syntaxhighlight><br />
|-<br />
| fix WiFi problem ||<br />
<syntaxhighlight lang="bash"><br />
HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF" --include "*UD-Q4_K_XL*"<br />
HF_XET_FIXED_DOWNLOAD_CONCURRENCY=10 hf download "unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF" --include "*UD-Q4_K_XL*"<br />
</syntaxhighlight><br />
|-<br />
| search ||<br />
<syntaxhighlight lang="bash"><br />
# search by population<br />
hf models ls --search "Muse-Glimmer" --apps llama.cpp --expand "downloads,likes,createdAt,lastModified" --sort downloads --no-truncate --limit 25<br />
# search for latest publish<br />
hf models ls --search "Muse-Glimmer" --apps llama.cpp --expand "downloads,likes,createdAt,lastModified" --sort created_at --no-truncate --limit 25<br />
# search for latest tunning<br />
hf models ls --search "Muse-Glimmer" --apps llama.cpp --expand "downloads,likes,createdAt,lastModified" --sort last_modified --no-truncate --limit 25<br />
</syntaxhighlight><br />
|-<br />
| optimize Qwen3-Coder ||<br />
<syntaxhighlight lang="bash"><br />
hf models ls --search "coder" --apps llama.cpp --sort downloads --limit 1 --format json | jq .<br />
hf models ls -h "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF"<br />
hf download "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF" --include "*UD-Q4_K_XL*"<br />
</syntaxhighlight><br />
|-<br />
| optimize gemma-4-E4B ||<br />
<syntaxhighlight lang="bash"><br />
hf models ls -h unsloth/gemma-4-E4B-it-qat-GGUF<br />
hf download unsloth/gemma-4-E4B-it-qat-GGUF --include "*UD-Q4_K_XL*"<br />
hf download unsloth/gemma-4-E4B-it-qat-GGUF --include "mmproj-BF16.gguf"<br />
hf download unsloth/gemma-4-E4B-it-qat-GGUF --include "mtp-gemma-4-E4B-it.gguf"<br />
</syntaxhighlight><br />
|-<br />
| optimize gemma-4-12B ||<br />
<syntaxhighlight lang="bash"><br />
hf models ls -h unsloth/gemma-4-12B-it-qat-GGUF<br />
hf download unsloth/gemma-4-12B-it-qat-GGUF --include "*UD-Q4_K_XL*"<br />
hf download unsloth/gemma-4-12B-it-qat-GGUF --include "mmproj-BF16.gguf"<br />
hf download unsloth/gemma-4-12B-it-qat-GGUF --include "mtp-gemma-4-12B-it.gguf"<br />
</syntaxhighlight><br />
|-<br />
| optimize Muse Glimmer ||<br />
<syntaxhighlight lang="bash"><br />
hf models ls -h unsloth/Muse-Glimmer-30B-GGUF<br />
hf download unsloth/Muse-Glimmer-30B-GGUF --include "*UD-Q4_K_XL*"<br />
hf download unsloth/Muse-Glimmer-30B-GGUF --include "*UD-Q5_K_XL*"<br />
hf download unsloth/Muse-Glimmer-30B-GGUF --include "*UD-Q6_K_XL*"<br />
hf download unsloth/Muse-Glimmer-30B-GGUF --include "dflash-kquant.gguf"<br />
hf download unsloth/Muse-Glimmer-30B-GGUF --include "mmproj-kquant.gguf"<br />
</syntaxhighlight><br />
|-<br />
| ||<br />
<syntaxhighlight lang="bash"><br />
tree ~/.cache/huggingface/hub/models--unsloth--Devstral-Small-2-24B-Instruct-2512-GGUF/snapshots<br />
tree ~/.cache/huggingface/hub/models--unsloth--Qwen3-Coder-30B-A3B-Instruct-GGUF/snapshots<br />
</syntaxhighlight><br />
|}</div>
Tacoball