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Serving a model from the mirror page left "Needs RAM (GB)" optional and empty. Empty writes no constraint, and a CPU profile has no card to be short of, so every ready node became a candidate — and a 4.68 GB model went onto a 7.9 GB machine and left it 3.5 GB for a KV pool. Placement was not wrong; it was never told what the model needed. The mirror knows the size of the weights, so the field arrives filled in: weights plus half again for the KV pool, plus two for the engine. The half is there because the cache grows with the same things the weights do, layers and heads. It is an estimate and the field is still editable — what it is not is blank. A 1.12 GB model asks for 3 GB, so the small nodes stay usable. Pinning every model to the one large machine would be a different way of getting placement wrong. An unknown size fills in nothing rather than the floor of two, which would exclude no node while reading as though somebody had measured it. And when the estimate is larger than any node in the fleet, the page says so, with the largest node's memory. Better read there than discovered by a node being OOM-killed twenty minutes into a load. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
235 lines
11 KiB
HTML
235 lines
11 KiB
HTML
{{define "admin_mirror"}}<!doctype html>
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<html lang="en"><head>
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<meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
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{{/* Only while something is downloading. A reload at any other time would
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take with it whatever the operator was typing into the form below. */}}
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{{if .RefreshSec}}<meta http-equiv="refresh" content="{{.RefreshSec}}">{{end}}
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<title>Mirror · llmgw</title><link rel="stylesheet" href="/_static/base.css">
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</head><body><div class="wrap">
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<header>
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<h1>Model mirror</h1>
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<p class="sub">
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{{if .Unreachable}}{{.Addr}} did not answer{{else}}{{.Present}} held ·
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{{.Fetching}} downloading · {{.Failed}} failed · {{.Addr}}{{end}}
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</p>
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<nav><a href="/admin">cluster</a> <a href="/admin/users">accounts</a>
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<a href="/profile">your keys</a></nav>
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</header>
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{{if .Error}}<p class="error">{{.Error}}</p>{{end}}
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{{if .Message}}<p class="ok">{{.Message}}</p>{{end}}
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{{if .Unreachable}}
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{{/* Said outright rather than shown as an empty table. A mirror holding
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nothing and a mirror that is not there look the same in a list of zero
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rows, and they call for opposite responses. */}}
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<p class="note">Nothing was read from the mirror, so this page is not a list of
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what it holds — it is not currently reachable at <code>{{.Addr}}</code>. Check
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that <code>llmgw-mirror</code> is running there and that its management port is
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reachable from this machine.</p>
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{{else}}
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<h2>What the mirror holds</h2>
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{{if .Rows}}
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<table>
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<tr><th>Model</th><th>Version</th><th>File</th><th>State</th><th>Size</th>
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<th>Checksum</th><th></th></tr>
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{{range .Rows}}<tr>
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<td>{{.Model}}</td>
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<td>{{.Version}}</td>
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<td><code>{{.File}}</code></td>
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<td class="state state-{{.State}}">{{.State}}</td>
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<td class="num">
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{{if eq (printf "%s" .State) "fetching"}}
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{{if .HasPercent}}{{bytes .BytesDone}} / {{bytes .BytesTotal}} ({{.Percent}}%)
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{{else}}{{/* No total came from upstream, so no percentage is invented —
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a bar that guesses its own end and then stops moving is worse
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than a number that only goes up. */}}
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{{bytes .BytesDone}} so far{{end}}
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{{else if eq (printf "%s" .State) "failed"}}—
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{{else}}{{bytes .BytesDone}}{{end}}
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</td>
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<td>{{if .SHA256}}<code title="{{.SHA256}}">{{slice .SHA256 0 12}}</code>{{else}}—{{end}}</td>
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<td>
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{{if eq (printf "%s" .State) "fetching"}}
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<span class="note">downloading</span>
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{{else if eq (printf "%s" .State) "failed"}}
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{{/* Retry, not remove. A fetch that failed left nothing on disk, so the
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remove would come back "the mirror holds nothing for this" — a button
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whose only outcome is a confusing error. Starting the same download
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again is what somebody looking at a failed row wants, and the mirror
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allows it: only a download still running is refused. */}}
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<form method="post" action="/admin/mirror/fetch" class="inline">
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<input type="hidden" name="csrf" value="{{$.CSRF}}">
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<input type="hidden" name="source" value="{{.Source}}">
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<input type="hidden" name="model" value="{{.Model}}">
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<input type="hidden" name="version" value="{{.Version}}">
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<input type="hidden" name="file" value="{{.File}}">
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<button type="submit" class="link">Retry</button>
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</form>
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{{else}}
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{{if $.HasCatalog}}{{if .Serve}}<a href="/admin/mirror">close</a>
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{{else}}<a href="/admin/mirror?serve={{.Model}}:{{.Version}}">serve</a>{{end}}
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{{end}}
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<form method="post" action="/admin/mirror/{{.Model}}/{{.Version}}/remove"
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class="inline" onsubmit="return confirm('Remove {{.Model}}/{{.Version}} and every file in it?')">
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<input type="hidden" name="csrf" value="{{$.CSRF}}">
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<button type="submit" class="link danger">Remove</button>
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</form>
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{{end}}
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</td>
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</tr>
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{{if .Err}}<tr><td colspan="7" class="error-row">{{.Err}}</td></tr>{{end}}
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{{if not .Err}}<tr><td colspan="7" class="url-row"><code>{{.URL}}</code></td></tr>{{end}}
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{{with .Serve}}
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<tr class="editing"><td colspan="7">
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{{if .Refusal}}
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{{/* Offered and then failing at placement is worse than not offered at all. */}}
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<p class="error">Cannot be served as it stands: {{.Refusal}}.</p>
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{{else}}
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{{if .Warning}}<p class="note error-row">{{.Warning}}.</p>{{end}}
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<form method="post" action="/admin/mirror/serve">
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<input type="hidden" name="csrf" value="{{$.CSRF}}">
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<input type="hidden" name="source" value="{{.Source}}">
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<input type="hidden" name="engine" value="{{.Engine}}">
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<p class="sub">Serving <code>{{.Source}}</code> with <strong>{{.Engine}}</strong>.</p>
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<div class="field-row">
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<label>Name <input type="text" name="name" value="{{.Model}}" required></label>
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<label>Aliases <span class="opt">comma separated</span>
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<input type="text" name="aliases" placeholder="coder-7b"></label>
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<label>Replicas <input type="text" name="replicas" value="1" required></label>
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</div>
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<div class="field-row">
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<label>Context a request may use
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<input type="text" name="context_length" value="4096" required></label>
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<label>Output limit <span class="opt">optional</span>
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<input type="text" name="max_output" value="1024"></label>
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<label>Engine context pool <span class="opt">divided across slots</span>
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<input type="text" name="ctx_size" value="16384"></label>
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</div>
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<div class="field-row">
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<label>Profile name <input type="text" name="profile" value="{{.Profile}}"></label>
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<label>Needs RAM (GB) <span class="opt">estimated from the weights</span>
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<input type="text" name="min_memory_gb" value="{{.MinMemoryGB}}"></label>
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<label>Only nodes labelled <span class="opt">key / value, optional</span>
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<input type="text" name="selector_key" placeholder="role" size="8">
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<input type="text" name="selector_value" placeholder="cpu-large" size="10"></label>
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</div>
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<button type="submit">Add to the catalog</button>
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</form>
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<p class="note">The context pool is what the engine is given; llama.cpp divides
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it across its parallel slots, so the number one request may use is the smaller
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one above.</p>
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<p class="note">The memory figure is the weights plus half again for the KV pool
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plus two for the engine — an estimate, and editable. It is filled in rather than
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left blank because a CPU profile has no card to be short of: with no figure,
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every ready node is a candidate and the first one picked is whichever the
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scheduler reached, not whichever can hold the model. A node label does the same
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job by name if you would rather pin it.</p>
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{{end}}
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</td></tr>
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{{end}}
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{{end}}
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</table>
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<p class="note">The address under each row is what a catalog entry should say.
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It is rendered here rather than assembled by hand because the mirror and the
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catalog have to spell the same file the same way — two spellings is what makes a
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file that is in use look unreferenced.</p>
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{{else}}<p class="empty">The mirror is reachable and holds nothing yet.</p>{{end}}
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{{if .HasRegistry}}
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<h2>Find a model</h2>
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<form method="get" action="/admin/mirror">
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<label>Search Hugging Face
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<input type="text" name="q" value="{{.Query}}" placeholder="qwen2.5 coder gguf"></label>
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<button type="submit">Search</button>
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</form>
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{{if .RegistryErr}}
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{{/* Its own line, not the page's error: the registry is somebody else's server
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and it being down says nothing about the mirror, which is what this page is
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for and has to keep working when Hugging Face does not. */}}
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<p class="note error-row">The registry: {{.RegistryErr}}</p>
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{{end}}
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{{if .Results}}
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<table><tr><th>Repository</th><th>Downloads</th><th>Task</th><th></th></tr>
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{{range .Results}}<tr>
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<td><code>{{.ID}}</code>{{if .Gated.Is}} <span class="opt">gated</span>{{end}}</td>
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<td class="num">{{compact .Downloads}}</td>
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<td>{{or .PipelineTag "—"}}</td>
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<td><a href="/admin/mirror?q={{$.Query}}&repo={{.ID}}">files</a></td>
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</tr>{{end}}
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</table>
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<p class="note">A gated repository needs its terms accepted with a Hugging Face
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account, and this browses anonymously — the files will list, and fetching one
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will fail at the mirror. Download it by hand and put it in the mirror
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directory, or give the mirror a token.</p>
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{{else if .Query}}{{if not .RegistryErr}}
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<p class="empty">Nothing matched “{{.Query}}”.</p>
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{{end}}{{end}}
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{{if .Repo}}
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<h3>{{.Repo.ID}} <span class="opt">at {{.Repo.ShortRevision}}</span></h3>
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{{if .RepoSets}}
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<table>
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<tr><th>What</th><th>Size</th><th>Published checksum</th><th></th></tr>
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{{range .RepoSets}}<tr>
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<td><code>{{.Name}}</code>
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{{if .Shards}}<span class="opt">{{.Shards}} shards, fetched together</span>{{end}}</td>
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<td class="num">{{bytes .Bytes}}</td>
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<td>{{with .SHA256}}<code title="{{.}}">{{slice . 0 12}}</code>{{else}}—{{end}}</td>
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<td>
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<form method="post" action="/admin/mirror/fetch" class="inline">
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<input type="hidden" name="csrf" value="{{$.CSRF}}">
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{{range .Sources}}<input type="hidden" name="source" value="{{.URL}}">
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<input type="hidden" name="file" value="{{.Path}}">
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{{end}}
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<input type="text" name="model" value="{{.Model}}" size="24">
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<input type="text" name="version" value="{{.Version}}" size="10">
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<button type="submit">Fetch</button>
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</form>
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</td>
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</tr>{{end}}
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</table>
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<p class="note">Only the weights are listed; a repository is mostly a README and
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a tokenizer. Shards of one file are one row and one button — a fifteen-shard
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model is one decision, not fifteen. Two separate files are two rows because they
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are usually alternatives: one quantisation or the other, not both.</p>
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<p class="note">The source URLs are pinned to
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<code>{{.Repo.ShortRevision}}</code> rather than to a branch, so what arrives is
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what is listed here even if the branch moves in between — and a single file's
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checksum above is what the registry publishes, to compare with what the mirror
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computes once it has it.</p>
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{{else}}
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<p class="empty">No weight files in {{.Repo.ID}}.</p>
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{{end}}
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{{end}}
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{{end}}
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<h2>Fetch a model</h2>
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<p class="note">By hand, for anything the search does not reach.</p>
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<form method="post" action="/admin/mirror/fetch">
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<input type="hidden" name="csrf" value="{{.CSRF}}">
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<label>Source URL
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<input type="text" name="source" required
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placeholder="https://huggingface.co/…/resolve/main/model.gguf"></label>
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<div class="field-row">
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<label>Model <input type="text" name="model" required placeholder="qwen2.5-coder-7b"></label>
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<label>Version <input type="text" name="version" required placeholder="2026-09"></label>
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<label>File <span class="opt">optional</span>
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<input type="text" name="file" placeholder="taken from the URL"></label>
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</div>
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<button type="submit">Start download</button>
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</form>
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<p class="note">The mirror answers as soon as the download is under way, not when
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it finishes — a model is tens of gigabytes and nothing here holds a connection
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open for that. The row above will show it arriving. A version is never
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overwritten: fetching into one that exists is refused, so a new build is a new
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version and the old weights stay where they are.</p>
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{{end}}
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<footer><span>llmgw {{.Version}}</span><span>{{.Now}}</span></footer>
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</div></body></html>{{end}}
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