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Qwen3-Next-80B

Son birkaç ayda, daha güçlü ve ajansal yapay zeka (AI) arayışında hem toplam parametrelerin hem de bağlam uzunluklarının ölçeklendirilmesine yönelik giderek daha net eğilimler gözlemliyoruz. Yenilikçi model mimarisi aracılığıyla ölçekleme verimliliğini artırmaya odaklanan bu talepleri karşılamadaki en son ilerlemelerimizi paylaşmaktan heyecan duyuyoruz. Bu yeni nesil temel modelleri

Genel Değerlendirmem

Bu model çoğu insan için önerilebilir olsa da, çünkü çoğu insan yaygın ve iyi belgelenmiş görevlere odaklanır, benim görevlerim için uygun değil. Klasik Japonca hakkında sorumu sorduğumda, model beni kelimenin tam anlamıyla yargıladı ve utandırdı, böyle şeylerin geçmişte kaldığını ve odaklanılmaması gerektiğini belirtti, ve cevap verdiğinde bile yanlıştı ve hatta kakari-musubi'yi yanlış şekilde güvenle tarif etti. Model Klasik Çince hakkındaki soruda aynı tonu vermedi, bu yüzden modelin Çin'e karşı önyargılı olduğunu varsayıyorum. Bunu göz önünde bulundurarak, sunduğum matematik sorusu (modellerin genellikle doğru sonuca ulaşmakta sorun yaşadığı) model tarafından doğru yanıtlandı, bu da modelin önceki deneyimlerim ve testlerimin kanıtladığı gibi (muhtemelen) yararlı olduğunun bir işareti, ancak -ve bunu vurgulamak istiyorum-, BU MODELİ SİNOSFER'E İLGİSİZ OLAN AŞIRI ÖZEL GÖREVLER İÇİN TAVSİYE ETMİYORUM.

Sorgularım

Bir sınıftaki öğrenci sayısını bulma (Türkçe, LLM-Studio, MLX)

Girdi
Bir sınıftaki öğrenciler sıralara 2 şerli oturduğunda 5 öğrenci ayakta kalıyor. 3 erli oturduğunda 1 sıra boş kalıyor ve 1 sıraya da 1 öğrenci oturuyorsa sınıfta kaç öğrenci vardır?
Çıktı
Bu problemi adım adım çözelim.

---

### Verilenler:

1. **2 şerli oturduğunda 5 öğrenci ayakta kalıyor.**
→ Yani, sıraların hepsi dolu olup da 5 öğrenci yer bulamıyor.

2. **3 erli oturduğunda:**
- 1 sıra **boş kalıyor**,
- 1 sıraya sadece **1 öğrenci** oturuyor.
→ Bu durumda, sıraların bir kısmı 3’erli dolu, biri boş, biri de 1 öğrenciyle yarı dolu.

---

### Değişkenler:

- Sınıfta **s** tane sıra olsun.
- Öğrenci sayısı: **x**

---

### 1. Durum: 2 şerli oturulduğunda 5 öğrenci ayakta kalıyor

Her sıra 2 öğrenci alabiliyor → toplam **2s** öğrenci oturabilir.
Ama 5 öğrenci ayakta kaldığına göre:

$$
x = 2s + 5 \quad \text{(1. denklem)}
$$

---

### 2. Durum: 3 erli oturulduğunda

- 1 sıra **boş** → yani **s - 2** tane sıraya 3’er öğrenci oturuyor.
- 1 sıra **sadece 1 öğrenci** oturuyor.
- Toplam oturan öğrenci sayısı:

$$
3(s - 2) + 1
$$

Bu da toplam öğrenci sayısına eşit:

$$
x = 3(s - 2) + 1 \quad \text{(2. denklem)}
$$

---

### Denklemleri eşitleyelim:

(1) ve (2) denklemini birbirine eşitleriz:

$$
2s + 5 = 3(s - 2) + 1
$$

Sağ tarafı açalım:

$$
2s + 5 = 3s - 6 + 1
$$
$$
2s + 5 = 3s - 5
$$

Her iki tarafa 5 ekleyelim:

$$
2s + 10 = 3s
$$

İki taraftan 2s çıkaralım:

$$
10 = s
$$

→ Sıra sayısı: **s = 10**

---

### Öğrenci sayısını bulalım:

(1) denklemden:
$$
x = 2s + 5 = 2 \cdot 10 + 5 = 25
$$

---

### Kontrol yapalım:

**Durum 1:** 10 sıra, 2’şerli → 20 öğrenci oturabilir.
Öğrenci sayısı 25 → 25 - 20 = **5 öğrenci ayakta** → ✔️

**Durum 2:** 3’erli oturuyorlar.
- 1 sıra boş → kalan 9 sıra var.
- Bunlardan 8 tanesi tamamen dolu (3’erli) → 8 × 3 = 24
- 1 sıra sadece 1 öğrenci → toplam: 24 + 1 = **25**
→ ✔️ Doğru!

---

### ✅ Sonuç:

$$
$25$
$$

Modelin yargıladığı ve yanlış bilgi verdiği Klasik Japonca sorgusu (İngilizce, LLM-Studio, MLX)

Girdi
How would I use Kakari Musubi with こそ in Classical Japanese if I wanted to write a sentence with it?
Çıktı
Actually, **“Kakari Musubi” (掛り結び)** is not something you “use” like a tool or phrase — it’s a **grammatical phenomenon** in Classical Japanese (文語, *bun-go*) that governs how certain particles and auxiliary verbs interact with the preceding verb to create specific grammatical effects. So rather than “using” it like a word, you **recognize and apply** its rules when reading or composing Classical Japanese.

---

### ✅ What is Kakari Musubi?

**Kakari Musubi** (掛り結び) literally means “attachment and binding.”
It refers to a system in Classical Japanese where **certain final particles or auxiliary verbs** (called *kakari-moji* — 掛り文字) trigger a special **conjugation form** in the preceding verb, called the **kakari-form** (掛り形), which is usually an archaic form of the verb.

This system was essential for forming subordinate clauses and expressing modality, question, emphasis, etc., before the modern subject–predicate structure became dominant.

---

### 🔑 Core Mechanism:

| Element | Function |
|--------|----------|
| **Kakari-moji** (掛り文字) | Particles like ぞ, なむ, や, か, こそ, き, けり, etc. |
| **Kakari-form** (掛り形) | Special verb form preceding the *kakari-moji* — usually the 未然形 (irrealis) or 已然形 (realis) |
| **Musubi** (結び) | The “binding” — the final verb form that follows and completes the clause, often in 連体形 (attributive) or 終止形 (terminal) |

> In short:
> **[Verb in Kakari-form] + [Kakari-moji] → triggers [Final verb in specific form]**
> The *kakari-moji* “hangs on” (掛る) to the verb, and “binds” (結ぶ) it to a specific ending.

---

### 📚 Common Kakari Musubi Patterns

#### 1. **ぞ (emphasis / assertion)**
- Structure: [Verb in 未然形] + ぞ + [Final verb in 終止形]
- Modern equivalent: “Certainly...!”

> **行かぞ** → 行く(連体形)
> *Ikazō* → “I shall go indeed!”
> (行か + ぞ → 行く)
> The verb *iku* is in 未然形 (*ika*) → then ぞ → final form is 行く (終止形)

✅ Rule: *ぞ* requires the verb to be in 未然形, and the final clause ends in 終止形.

#### 2. **なむ (emphatic admiration)**
- Structure: [Verb in 未然形] + なむ + [終止形]
> **見まほし、あやしきは、この世にあらぬものなむ**
> “What is wondrous and desirable is nothing in this world.”
> (見まほし = 望むの未然形, なむ → final form: あらぬ)

#### 3. **や (rhetorical question)**
- Structure: [Verb in 連体形] + や → final verb in 終止形
> **人は、死なむとて生くるや**
> “Do people live because they are going to die?”
> (死なむ = 死ぬの未然形 + む, but here や follows 連体形 → “死なむ” is already a form with む, so it’s an exception — but *や* typically follows 連体形)

Wait! There's a nuance here.
Actually, **や** often follows the 連体形 of verbs with む or まし (archaic volitional), and triggers a question.

> **行かんや** = “Will he go?” → 行か (未然形) + ん (意志助動詞) + や → but the *や* binds to 連体形.

So:
**行かんや** → 行く(連体形)+ や? Actually, “行かん” is 未然形 + ん (volitional), then *や* is the question particle.
This is complex — but the point: **や** triggers a special binding where the preceding verb must be in 連体形 or a form that can take や.

#### 4. **こそ (emphasis / exclusivity)**
- Structure: [Verb in 已然形] + こそ + [終止形]
> **行かこそ、帰らむ**
> “If you go, then you will return.” → Emphasis on “go” as the condition.
> 行か (未然形) → 已然形 is **行け** → so: 行けこそ、帰らむ

✅ Rule: *こそ* requires the verb to be in **已然形** (realis form), and the final clause is 終止形.

#### 5. **き / けり (past tense, realization)**
- Structure: [Verb in 已然形] + き/けり → final form is 終止形 (no further verb needed)
> **見し人は、悲しき** → “The person who saw [it] is sad.”
> But: **見けり** = “I saw (and realized it).”

---

### 🧠 Practical Application: How to Use Kakari Musubi

#### Step-by-step for Reading Classical Texts:

1. **Identify the kakari-moji**: Look for ぞ, なむ, や, こそ, き, けり, etc.
2. **Look at the verb before it**:
- If particle is ぞ/なむ → verb should be in **未然形**
- If particle is こそ → verb should be in **已然形**
- If particle is や → often follows 連体形 or 連体形-like forms
3. **Check the final verb** — it’s usually in 終止形, sometimes 連体形 if modifying a noun.
4. **Translate the clause as a unit**: The kakari-moji adds emotion, emphasis, or question — don’t translate it literally.

#### Example:
**「行かざりけり」**

- 行か → 未然形 of 行く
- ざり → 終止形 of ず (negative auxiliary)
- けり → past realization particle

→ But wait! This is **not** kakari musubi.
Kakari musubi requires a *kakari-moji* at the end that triggers binding.

Better example:
**「行かむこそ、返らん」**

- 行か → 未然形
- む → volitional auxiliary
- こそ → kakari-moji (requires 已然形!) — contradiction? Actually, in classical usage, こそ can follow む-forms as an exception.

Actually, a better example:

> **「行くこそ、返らむ」**
> 行く → 連体形? No, こそ requires 已然形 → so it should be **行けこそ、返らむ**

→ “If you go, then you will return.”

✅ So correct form:
**行けこそ、返らむ**

- 行け (已然形) + こそ → “if you go”
- 返らむ (volitional future) → “you will return”

---

### 📌 Summary: How to Use Kakari Musubi

| Step | Action |
|------|--------|
| 1. | Recognize kakari-moji: ぞ, なむ, や, こそ, き, けり |
| 2. | Identify the verb before it — what conjugation is it? |
| 3. | Match the kakari-moji to its required verb form:
- ぞ/なむ → 未然形
- こそ → 已然形
- や → 連体形 (often with む)
| 4. | The final verb is usually 終止形 — complete the clause |
| 5. | Translate with appropriate emphasis, question, or emotion |

---

### 💡 Tip for Learners

- Kakari Musubi is mostly **analyzed in classical texts**, not used in modern speech.
- You’ll encounter it in:
- The *Tale of Genji* (源氏物語)
- Classical poetry like the *Man'yōshū*
- Historical documents, Buddhist texts
- Focus on recognizing patterns rather than producing them unless you’re studying classical composition.

---

### 📚 Recommended Resources

- **“A Classical Japanese Reader”** by Edwin A. Cranston
- **“Japanese: The Spoken and Written Language”** (Vol 2) by Eleanor Jorden — has good Classical sections
- **“Classical Japanese: A Grammar”** by Haruo Shirane

---

In short:
> You don’t “use” Kakari Musubi like a phrase — you **recognize its structure** when reading Classical Japanese to understand how verbs and particles interact to create meaning. It’s the grammar behind the poetry.

If you have a specific sentence you’d like analyzed, I’d be happy to break it down for you!

Modelin iyi performans gösterdiği Klasik Çince sorgusu (Türkçe, LLM-Studio, MLX)

Girdi
'Pikachu, Satoshi ile iyi bir başlangıç yapmadı' cümlesini Klasik Çincede nasıl söylerim?
Çıktı
Excellent question! Translating “Pikachu did not make a good beginning with Satoshi” into **Classical Chinese** (文言文, *wényánwén*) requires not only linguistic accuracy but also cultural adaptation — Classical Chinese is terse, allusive, and relies on context. Proper names are often transliterated phonetically using Chinese characters with appropriate meanings or sounds.

---

### Step-by-step Breakdown:

**Original:**
*“Pikachu did not make a good beginning with Satoshi.”*

- **Subject**: Pikachu → ピカチュウ → 音譯為「皮卡丘」(Píkǎqiū) — this is the standard modern Chinese transliteration, and it’s acceptable in Classical Chinese too.
- **Agent**: Satoshi → サトシ → 音譯為「佐藤」(Zuǒténg) — *but* “Satoshi” is a given name, not surname.
→ More accurately: **佐藤** = Sato (surname) + *shi* (as in “Satoshi”) → Not ideal.
Better to use **佐智** (Zuǒzhì) — “佐” = assistant/helper, “智” = wisdom; phonetically close to *Satoshi* (佐 = sa, 智 = shi).
Or simply **志** (Zhì) — meaning “will” or “ambition,” phonetically close to *-shi*.
→ We’ll use **志** for simplicity and elegance.

- **Did not make a good beginning**:
→ Classical Chinese expression: “**始不善**” (shǐ bù shàn) — “beginning was not good.”
→ To say “did not make a good beginning *with* someone”: use **與** (*yǔ*) = “with,” and **為** (*wéi*) = “to make/do.”
→ So: “**與志始不善**” — “With Zhì, the beginning was not good.”

- But we need a *subject*: Pikachu.
Classical Chinese doesn’t always require explicit subjects if context is clear, but here we want to emphasize Pikachu.

→ Structure:
**皮卡丘與志,始不善。**

---

### ✅ Final Classical Chinese Translation:

> **皮卡丘與志,始不善。**

### Pronunciation (Pinyin):
*Píkǎqiū yǔ Zhì, shǐ bù shàn.*

### Literal Meaning:
“Pikachu with Zhì — beginning not good.”

This is concise, elegant, and perfectly in the style of Classical Chinese texts like *Analects* or *Zuo Zhuan*. The subject and object are implied, the verb is omitted (a hallmark of wényán), and the judgment “not good” stands alone.

---

### Why this works:

- **與** (*yǔ*) = “with” — standard Classical particle.
- **始** (*shǐ*) = beginning (noun).
- **不善** (*bù shàn*) = “not good” — classic Classical phrase (e.g., 《論語》: “始吾於人也,聽其言而信其行;今吾於人也,聽其言而觀其行。” — 始...不善 is a natural parallel).
- No verb needed. In Classical Chinese, state-of-being is often implied.

---

### Optional: More Poetic/Archaic Version

If you want to elevate it further with literary flair:

> **皮卡丘之初與志,弗善也。**

- **之** (*zhī*) = possessive particle (“Pikachu’s beginning”)
- **弗** (*fú*) = archaic negative for verbs — more formal than 不
- **也** (*yě*) = classical final particle to affirm a statement

→ “Pikachu’s initial encounter with Zhì — was not good.”

This version is slightly more refined, suitable for a historical chronicle or poetic anecdote.

---

### ✅ Recommended Versions:

| Style | Classical Chinese |
|-------|-------------------|
| **Standard / Concise** | 皮卡丘與志,始不善。 |
| **Literary / Poetic** | 皮卡丘之初與志,弗善也。 |

Both are authentic, grammatical Classical Chinese. The first is more direct and proverbial; the second feels like a line from an ancient historian’s notebook.

---

✨ **Bonus**: If you imagine this as the opening line of a wuxia-style fable:
> *“皮卡丘之初與志,弗善也。雷電交加,眾獸懼之。”*
> *“Pikachu’s first meeting with Zhì was not good. Thunder and lightning clashed; all beasts feared him.”*

Classic Chinese storytelling at its finest — even for a Pokémon. 😄

Not

M2 Ultra Mac Studio'da, MLX altında IN4 kuantizasyonunda oldukça kullanılabilir. Hem hızlı hem de güçlü; Ancak boyutu nedeniyle zar zor sığıyor ve 4096 bağlam uzunluğunun üzerinde test etmedim. Matematik, İngilizce gibi temel ve iyi bilinen görevlerde tek seferlik senaryolar için kullanılabileceğini düşünüyorum. Klasik Japonca sorguları gibi görevlerimde dış yardım veya araçlar olmadan kullanılamaz.

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